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Dr. Soman K. P.

Head of Department, Computational Engineering and Networking, Coimbatore | Professor, Electronics and Communication Engineering, School of Engineering, Coimbatore

Qualification: BSc, M.Tech, Ph.D
kp_soman@amrita.edu
Dr. Soman K. P's Google Scholar Profile
Research Interest: High Performance Computing, Machine learning using Support Vector Machines, Signal Processing, Software Defined Radio, Statistical Digital Signal Processing (DSP) on Field Programmable Gate Array (FPGA), Wavelets & Fractals, Wireless Sensor Networks (WSN)

Bio

Dr. Soman K. P. currently serves as Head and Professor at Amrita Center for Computational Engineering and Networking (CEN), Coimbatore Campus. He has more than 25 years of research and teaching experience in Artificial Intelligence and Data Science related subjects at Amrita School of Engineering, Coimbatore. He has around 450 publications to his credit in reputed journals such as IEEE Transactions, IEEE Access, Applied Energy, and conference proceedings. He published four books namely “Insight into Wavelets”, “Insight into Data mining”, “Support Vector Machines and Other Kernel Methods” and “Signal and Image processing-the sparse way”. His book, Insight into Data mining was translated into Chinese. He is the most cited author in Amrita Vishwa Vidyapeetham in the area of Artificial Intelligence and Data Science (more than 5500 citations). He was listed among the Top-10 computer science faculty by DST, Govt. of India for the year 2009-13 and by Career 360 and MHRD for the year 2017-18, and also in the list of the most prolific authors in the world, prepared by Springer Nature. Under his guidance, CEN is running an M.Tech course in Computational Engineering and Networking (Data Science) and a B.Tech course in Computer Science and Engineering (Artificial Intelligence). He guided 12 Ph.D. students so far and currently guiding 12 research scholars. Dr. Vinayakumar, a recent Ph.D. graduate under his guidance is one of the most prolific authors in the area of AI and Data Science applied to Cyber Security with more than 60 publications and about 1000 citations. Another research scholar who is about to get his Ph.D. has more than 600 citations in AI applied to Natural Language Processing. Currently, he is working on AI applied to DNA sequence analysis, Reinforcement learning for Robotics control, Computer Vision and Cyber Physical Systems.

Publications

Journal Article

Year : 2021

Explainable Deep Learning-Based Approach for Multilabel Classification of Electrocardiogram

Cite this Research Publication : G. M., Vinayakumar Ravi, Sowmya V., Dr. E. A. Gopalakrishnan, and Dr. Soman K. P., “Explainable Deep Learning-Based Approach for Multilabel Classification of Electrocardiogram”, IEEE Transactions on Engineering Management (IF: 6.146 Citescore: 4.3 Q1: 76 percentile), pp. 1-13, 2021.

Publisher : IEEE Transactions on Engineering Management

Year : 2021

Deep Learning Approach for the Morphological Synthesis in Malayalam and Tamil at the Character Level

Cite this Research Publication : B. Premjith and Dr. Soman K. P., “Deep Learning Approach for the Morphological Synthesis in Malayalam and Tamil at the Character Level”, ACM Trans. Asian Low-Resour. Lang. Inf. Process., vol. 20, 2021.

Publisher : ACM Trans. Asian Low-Resour. Lang. Inf. Process., Association for Computing Machinery,

Year : 2021

Exploring a genotype based formalisation for tree adjoining grammar derivations

Cite this Research Publication : V. Krishna Menon and Dr. Soman K. P., “Exploring a genotype based formalisation for tree adjoining grammar derivations”, International Journal of Information Technology (Singapore), 2021.

Publisher : International Journal of Information Technology (Singapore)

Year : 2021

Modified Vgg Deep Learning Architecture For Covid-19 Classification Using Bio-Medical Images

Cite this Research Publication : R. ANAND, Sowmya, V., VIJAYKRISHNAMENON,, Gopalakrishnan, E. A., and Dr. Soman K. P., “Modified Vgg Deep Learning Architecture For Covid-19 Classification Using Bio-Medical Images”, IOP Conference Series: Materials Science and Engineering, vol. 1084, p. 012001, 2021.

Publisher : IOP Conference Series: Materials Science and Engineering, IOP Publishing

Year : 2021

CNN based classification of motor imaginary using variational mode decomposed EEG-spectrum image

Cite this Research Publication : K. K. Krishnan and Dr. Soman K. P., “CNN based classification of motor imaginary using variational mode decomposed EEG-spectrum image”, Biomedical Engineering Letters, 2021.

Publisher : Biomedical Engineering Letters

Year : 2020

Offensive Language Detection: A Comparison

Cite this Research Publication : Vyshnav MT, Sachin Kumar S, KP Soman, Offensive Language Detection: A Comparison, arXiv:2001.03131 [cs.CL], 2020

Publisher : 2020

Year : 2020

Offensive Language Detection: A Comparative Analysis

Cite this Research Publication : V. Mt, Sachin Kumar S., and Dr. Soman K. P., “Offensive Language Detection: A Comparative Analysis”, 2020.

Publisher : (2020)

Year : 2020

Deep learning-based techniques to enhance the precision of phrase-based statistical machine translation system for Indian languages

Cite this Research Publication : S. Jp, Kumar, M., and Dr. Soman K. P., “Deep learning-based techniques to enhance the precision of phrase-based statistical machine translation system for Indian languages”, International Journal of Computer Aided Engineering and Technology, vol. 13, p. 239, 2020.

Publisher : International Journal of Computer Aided Engineering and Technology

Year : 2020

VMD-DMD coupled data-driven approach for visual saliency in noisy images

Cite this Research Publication : OK Sikha, KP Soman, Sachin Kumar S, VMD-DMD Coupled Data Driven Approach for Visual Saliency in Noisy Images, Multimedia Tools and Application, Springer, 2020 (Scopus)

Publisher : Springer

Year : 2020

Explainable Artificial Intelligence for Heart Rate Variability in ECG Signal

Cite this Research Publication : Sowmya V., Sanjana, K., Gopalakrishnan, E. A., and Dr. Soman K. P., “Explainable Artificial Intelligence for Heart Rate Variability in ECG Signal”, Healthcare Technology Letters, vol. 7, no. 6, pp. 146 (IF:1.157, CiteScore: 3.1, Q2- 64 percentile), 2020.

Publisher : Healthcare Technology Letters

Year : 2020

Dimensionality Reduction Methods for Hyperspectral Image Classification

Cite this Research Publication : Chippy Jayaprakash, Damodaran, B. Bhushan, Sowmya V., and Dr. Soman K. P., “Dimensionality Reduction Methods for Hyperspectral Image Classification”, Journal of Applied Remote Sensing , vol. 14, no. 3, pp. 036507 (IF: 1.370, CiteScore: 2.6, Q2- 69 percentile), 2020.

Publisher : Journal of Applied Remote Sensing

Year : 2020

Random fourier feature based music-speech classification

Cite this Research Publication : Vyshnav MT, Sachin Kumar S, Neethu Mohan, KP Soman, Random Fourier Feature Based Music-Speech Classification, Journal of Intelligence and Fuzzy Systems, 2020 (Scopus)

Publisher : Journal of Intelligence and Fuzzy Systems

Year : 2020

A Data-driven Technique for Harmonics Monitoring in Emerging Power Grids using Noise-aware Dynamic Mode Decomposition

Cite this Research Publication : Dr. Neethu Mohan and Dr. Soman K. P., “A Data-driven Technique for Harmonics Monitoring in Emerging Power Grids using Noise-aware Dynamic Mode Decomposition”, Measurement Science and Technology, vol. 31, p. 015016, 2020.

Publisher : Measurement Science and Technology, IOP Publishing

Year : 2020

A Visualized Botnet Detection System based Deep Learning for the Internet of Things Networks of Smart Cities

Cite this Research Publication : V. R, Alazab, M., Srinivasan, S., Pham, Q. - V., Padannayil, S. Kotti, and Simran, K., “A Visualized Botnet Detection System based Deep Learning for the Internet of Things Networks of Smart Cities”, IEEE Transactions on Industry Applications, pp. 1-1, 2020.

Publisher : IEEE Transactions on Industry Applications

Year : 2020

Multi-resolution dynamic mode decomposition-based salient region detection in noisy images

Cite this Research Publication : O. K. Sikha and Dr. Soman K. P., “Multi-resolution Dynamic Mode Decomposition-based Salient Region Detection in Noisy Images”, Signal, Image and Video Processing, 2020.

Publisher : Signal, Image and Video Processing

Year : 2019

Segregation of plastic and non-plastic waste using Convolutional Neural Network

Cite this Research Publication : Sreelakshmi K, Vinay Kumar R, Soman K P, "Segregation of plastic and non-plastic waste using Convolutional Neural Network", in IET Big Data Recommender System, 2019

Publisher : IET Big Data Recommender System

Year : 2019

Hate speech detection for Hindi-English Code-mixed social media text

Cite this Research Publication : Sreelakshmi K, Premjith B, Soman K P, “Hate speech detection for Hindi-English Code-mixed social media text”, in The Seventh International Symposium on Women in Computing and Informatics (WCI'19) 2019.

Publisher : WCI'19

Year : 2019

Performance comparison of machine learning algorithms for malaria detection using microscopic images

Cite this Research Publication : G. B. Saiprasath, Babu, N., ArunPriyan, J., Vinayakumar, R., Sowmya, V., and Dr. Soman K. P., “Performance comparison of machine learning algorithms for malaria detection using microscopic images”, IJRAR19RP014 International Journal of Research and Analytical Reviews (IJRAR), vol. 6, no. 1, 2019.

Publisher : IJRAR19RP014 International Journal of Research and Analytical Reviews (IJRAR), IJRAR

Year : 2019

Deep Learning Approach for Intelligent Intrusion Detection System

Cite this Research Publication : R. Vinayakumar, Alazab, M., Dr. Soman K. P., Poornachandran, P., Al-Nemrat, A., and Venkatraman, S., “Deep Learning Approach for Intelligent Intrusion Detection System”, IEEE Access, vol. 7, pp. 41525-41550, 2019.

Publisher : IEEE Access

Year : 2019

Workshop on detecting malicious domain names (DMD 2018): Preface

Cite this Research Publication : Dr. Soman K. P., Poornachandran, P., and Vinayakumar, R., “Workshop on detecting malicious domain names (DMD 2018): Preface”, Communications in Computer and Information Science, 2019.

Publisher : Communications in Computer and Information Science, 2019.

Year : 2019

Data-driven Computing in Elasticity via Chebyshev Approximation

Cite this Research Publication : R. - V. K, Dr. Neethu Mohan, and Dr. Soman K. P., “Data-driven Computing in Elasticity via Chebyshev Approximation”, arXiv preprint arXiv:1904.10434, 2019.

Publisher : arXiv preprint arXiv

Year : 2019

RNNSecureNet : Recurrent neural networks for Cybersecurity use-cases

Cite this Research Publication : M. Harun Babu, R, V., and Dr. Soman K. P., “RNNSecureNet : Recurrent neural networks for Cybersecurity use-cases”, arXiv preprint arXiv:1901.04281, 2019.

Publisher : arXiv preprint arXiv

Year : 2019

A short review on applications of deep learning for cyber security

Cite this Research Publication : M. Harun Babu R., R., V., and Dr. Soman K. P., “A short review on applications of deep learning for cyber security”, arXiv preprint arXiv:1812.06292, 2019.

Publisher : arXiv preprint arXiv

Year : 2019

A Deep-dive on Machine Learning for Cyber Security use Cases

Cite this Research Publication : Dr. Soman K. P., Vinayakumar, R., Poornachandran, P., and Menon, V. K., “A Deep-dive on Machine Learning for Cyber Security use Cases”, Machine Learning for Computer and Cyber Security, pp. 122-158, 2019.

Publisher : Machine Learning for Computer and Cyber Security

Year : 2019

A two-band convolutional neural network for satellite image classification

Cite this Research Publication : A. Unnikrishnan, Sowmya, and Dr. Soman K. P., “A two-band convolutional neural network for satellite image classification”, in Lecture Notes in Electrical Engineering, 2019, vol. 500, pp. 161-170.

Publisher : Lecture Notes in Electrical Engineering, Springer Verlag

Year : 2019

Significance of processing chrominance information for scene classification: a review

Cite this Research Publication : Sowmya V., Govind, D., and Dr. Soman K. P., “Significance of Processing Chrominance Information for Scene Classification: a Review”, Artificial Intelligence Review, vol. 53, no. 2, pp. 811-842 (IF: 5.747, CiteScore: 9.1, Q1- 89 percentile), 2019.

Publisher : Artificial Intelligence Review

Year : 2019

Shallow Cnn with Lstm layer for tuberculosis detection in microscopic image

Cite this Research Publication : A. Simon, Vinayakumar, R., Sowmya, and Dr. Soman K. P., “Shallow Cnn with Lstm layer for tuberculosis detection in microscopic image”, International Journal of Recent Technology and Engineering, vol. 7, pp. 56-60, 2019.

Publisher : International Journal of Recent Technology and Engineering

Year : 2019

On developing handwritten character image database for Malayalam language script

Cite this Research Publication : K. Manjusha, Kumar, M. A., and Dr. Soman K. P., “On developing handwritten character image database for Malayalam language script”, Engineering Science and Technology, an International Journal, vol. 22, pp. 637-645, 2019.

Publisher : Engineering Science and Technology, an International Journal

Year : 2019

Neural Machine Translation System for English to Indian Language Translation Using MTIL Parallel Corpus: Special Issue on Natural Language Processing

Cite this Research Publication : B. Premjith, Anand Kumar M., and Dr. Soman K. P., “Neural Machine Translation System for English to Indian Language Translation Using MTIL Parallel Corpus: Special Issue on Natural Language Processing”, Journal of Intelligent Systems, 2019.

Publisher : Journal of Intelligent Systems

Year : 2019

Robust Intelligent Malware Detection Using Deep Learning

Cite this Research Publication : R. Vinayakumar, Alazab, M., Dr. Soman K. P., Poornachandran, P., and Venkatraman, S., “Robust Intelligent Malware Detection Using Deep Learning”, IEEE Access, vol. 7, pp. 46717-46738, 2019.

Publisher : IEEE Access

Year : 2019

A comparative analysis of deep learning approaches for network intrusion detection systems (N-IDSS): Deep learning for N-IDSs

Cite this Research Publication : R. Vinayakumar, Dr. Soman K. P., and Poornachandran, P., “A comparative analysis of deep learning approaches for network intrusion detection systems (N-IDSS): Deep learning for N-IDSs”, International Journal of Digital Crime and Forensics, vol. 11, pp. 65-89, 2019.

Publisher : International Journal of Digital Crime and Forensics, IGI Global

Year : 2019

Siamese neural network architecture for homoglyph attacks detection

Cite this Research Publication : R. Vinayakumar and Dr. Soman K. P., “Siamese neural network architecture for homoglyph attacks detection”, ICT Express, 2019

Publisher : ICT Express

Year : 2019

A hybrid method for fundamental heart sound segmentation using group-sparsity denoising and variational mode decomposition

Cite this Research Publication : V G Sujadevi, Neethu Mohan, Sachin Kumar S, K P Soman, A Hybrid Method for Fundamental Heart Sound Segmentation Using Group-Sparsity Denoising and Variational Mode Decomposition, Biomedical Engineering Letters, Springer, Vol 9, pp 413-424, 2019

Publisher : Springer

Year : 2019

Effect of denoising on hyperspectral image classification using deep networks and kernel methods

Cite this Research Publication : N. V. Jacob, Sowmya, and Dr. Soman K. P., “Effect of denoising on hyperspectral image classification using deep networks and kernel methods”, in Journal of Intelligent and Fuzzy Systems, 2019, vol. 36, pp. 2067-2073.

Publisher : Journal of Intelligent and Fuzzy Systems, IOS Press

Year : 2019

Dimensionality reduction by dynamic mode decomposition for hyperspectral image classification using deep learning and kernel methods

Cite this Research Publication : K. S. Charmisha, Sowmya, and Dr. Soman K. P., “Dimensionality reduction by dynamic mode decomposition for hyperspectral image classification using deep learning and kernel methods”, in Communications in Computer and Information Science, 2019, vol. 968, pp. 256-267.

Publisher : Communications in Computer and Information Science

Year : 2019

Deep learning architectures for land cover classification using red and near-infrared satellite images

Cite this Research Publication : A. Unnikrishnan, Sowmya V., and Dr. Soman K. P., “Deep learning architectures for land cover classification using red and near-infrared satellite images”, Multimedia Tools and Applications, vol. 78, no. 13, pp. 18379-18394 (IF: 2.313, CiteScore: 3.7, Q1- 80 percentile)., 2019.

Publisher : Multimedia Tools and Applications

Year : 2018

Singular Value Decomposition A Classroom Approach

Cite this Research Publication : S. T. Soman, SoumyaV., J., and Dr. Soman K. P., “Singular Value Decomposition A Classroom Approach”, International Journal of Recent Trends in Engineering, vol. 2, 2009.

Publisher : International Journal of Recent Trends in Engineering,

Year : 2018

Deepimagespam: Deep learning based image spam detection

Cite this Research Publication : A. Dinesh Kumar, R, V., and Dr. Soman K. P., “Deepimagespam: Deep learning based image spam detection”, arXiv preprint arXiv:1810.03977, 2018.

Publisher : arXiv preprint arXiv:1810.03977 .

Year : 2018

A Brief Survey on Autonomous Vehicle Possible Attacks, Exploits and Vulnerabilities

Cite this Research Publication : D. Amara, Chebrolu, N., R, V., and Dr. Soman K. P., “A Brief Survey on Autonomous Vehicle Possible Attacks, Exploits and Vulnerabilities”, 2018.

Publisher : (2018)

Year : 2018

Reduced Scattering Representation for Malayalam Character Recognition

Cite this Research Publication : K. Manjusha, M. Kumar, A., and Dr. Soman K. P., “Reduced Scattering Representation for Malayalam Character Recognition”, vol. 43, no. 8, pp. 4315 - 4326, 2018.

Publisher : Volume 43,

Year : 2018

Transfer of Simple English Preposition ‘to’and ‘with’into Hindi Utilizing Linguistic Features of the Predicative part of a Sentence with Machine Learning Approach in an English to Hindi MT Context

Cite this Research Publication : Jyothi D. Ratnam, Dr. Soman K. P., B. Premjith, and Priya M. G., “Transfer of Simple English Preposition ‘to’and ‘with’into Hindi Utilizing Linguistic Features of the Predicative part of a Sentence with Machine Learning Approach in an English to Hindi MT Context”, Journal of Advanced Research in Dynamical & Control Systems, vol. 10, pp. 240–264, 2018.

Publisher : Journal of Advanced Research in Dynamical & Control Systems,

Year : 2018

DeepProteomics: Protein family classification using Shallow and Deep Networks

Cite this Research Publication : A. Vazhayil, R, V., and Dr. Soman K. P., “DeepProteomics: Protein family classification using Shallow and Deep Networks”, arXiv preprint arXiv:1809.04461, 2018.

Publisher : arXiv preprint arXiv

Year : 2018

Randomized ICA and LDA Dimensionality Reduction Methods for Hyperspectral Image Classification

Cite this Research Publication : C. Jayaprakash, Bhushan, B., Vishvanathan, S., and Dr. Soman K. P., “Randomized ICA and LDA Dimensionality Reduction Methods for Hyperspectral Image Classification”, arXiv preprint arXiv:1804.07347, 2018.

Publisher : arXiv preprint arXiv:1804.07347 .

Year : 2018

Salient region detection and object segmentation in color images using dynamic mode decomposition

Cite this Research Publication : Sikha O. K., S. Sachin Kumar, and Dr. Soman K. P., “Salient region detection and object segmentation in color images using dynamic mode decomposition”, Journal of Computational Science, vol. 25, pp. 351-366, 2018.

Publisher : Journal of Computational Science

Year : 2018

Fusion of panchromatic image with low-resolution multispectral images using Dynamic Mode Decomposition

Cite this Research Publication : V. Ankarao, Sowmya, and Dr. Soman K. P., “Fusion of panchromatic image with low-resolution multispectral images using dynamic mode decomposition”, Lecture Notes in Electrical Engineering, vol. 490, pp. 335-346, 2018.

Publisher : Lecture Notes in Electrical Engineering, Springer Verlag

Year : 2018

An Overview of the Shared Task on Machine Translation in Indian Languages (MTIL) – 2017

Cite this Research Publication : Dr. M. Anand Kumar, B. Premjith, Shivkaran Singh, Sankaravelayuthan, R., and Dr. Soman K. P., “An Overview of the Shared Task on Machine Translation in Indian Languages (MTIL) - 2017”, Journal of Intelligent Systems, 2018.

Publisher : Journal of Intelligent Systems

Year : 2018

Wavelet-based fundamental heart sound recognition method using morphological and interval features

Cite this Research Publication : N. V. Varghees, Dr. K. I. Ramachandran, and Soman, K. P., “Wavelet-based fundamental heart sound recognition method using morphological and interval features”, Healthcare Technology Letters, vol. 5, pp. 81-87, 2018.

Publisher : Healthcare Technology Letters, Institution of Engineering and Technology,

Year : 2018

ScaleNet: Scalable and hybrid framework for cyber threat situational awareness based on DNS, URL, and email data analysis

Cite this Research Publication : R. Vinayakumar, Dr. Soman K. P., Poornachandran, P., Mohan, V. S., and Kumar, A. D., “ScaleNet: Scalable and Hybrid Framework for Cyber Threat Situational Awareness based on DNS, URL, and Email data Analysis”, Journal of Cyber Security and Mobility, vol. 8, pp. 189-240, 2018.

Publisher : Journal of Cyber Security and Mobility

Year : 2018

Multi-sensor data fusion using NIHS transform and decomposition algorithms

Cite this Research Publication : V. Ankarao, Sowmya V., and Dr. Soman K. P., “Multi-sensor Data Fusion using NIHS Transform and Decomposition Algorithms”, Multimedia Tools and Applications, vol. 77, pp. 30381–30402 (IF: 2.313, CiteScore: 3.7, Q1- 80 percentile), 2018.

Publisher : Multimedia Tools and Applications

Year : 2018

Diabetes detection using deep learning algorithms

Cite this Research Publication : S. G., R., V., and Dr. Soman K. P., “Diabetes Detection using Deep Learning Algorithms”, ICT Express, 2018.

Publisher : ICT Express

Year : 2018

Detecting Android malware using Long Short-term Memory (LSTM)

Cite this Research Publication : R. Vinayakumar, Dr. Soman K. P., Poornachandran, P., and S. Kumar, S., “Detecting Android malware using Long Short-term Memory (LSTM)”, Journal of Intelligent and Fuzzy Systems, vol. 34, pp. 1277-1288, 2018.

Publisher : Journal of Intelligent and Fuzzy Systems

Year : 2018

DeepMalNet: Evaluating shallow and deep networks for static PE malware detection

Cite this Research Publication : V. R. and Dr. Soman K. P., “DeepMalNet: Evaluating shallow and deep networks for static PE malware detection”, ICT Express, 2018.

Publisher : ICT Express

Year : 2018

Deep Learning Based Part-of-Speech Tagging for Malayalam Twitter Data (Special Issue: Deep Learning Techniques for Natural Language Processing)

Cite this Research Publication : Sachin Kumar S, M Anand Kumar, K P Soman, Deep Learning Based Part-of-Speech Tagging for Malayalam Twitter Data (Special Issue: Deep Learning Techniques for Natural Language Processing), Journal of Intelligent Systems, Vol 28, pp 423-435, 2018 (Scopus)

Publisher : Journal of Intelligent Systems

Year : 2018

A data-driven strategy for short-term electric load forecasting using dynamic mode decomposition model

Cite this Research Publication : Neethu Mohan, K P Soman, Sachin Kumar S, A data-driven strategy for short-term electric load forecasting using dynamic mode decomposition model, Elsevier Applied Energy, Vol 20, pp 229-244, 2018

Publisher : Elsevier Applied Energy

Year : 2018

Band selection using variational mode decomposition applied in sparsity-based hyperspectral unmixing algorithms

Cite this Research Publication : M. Swarna, Sowmya V., and Dr. Soman K. P., “Band selection using variational mode decomposition applied in sparsity-based hyperspectral unmixing algorithms”, Signal, Image and Video Processing, vol. 12, no. 8, pp. 1463-1470 (IF: 1.794, CiteScore: 3.8, Q2- 69 percentile), 2018.

Publisher : Signal, Image and Video Processing

Year : 2018

Effect of Legendre–Fenchel denoising and SVD-based dimensionality reduction algorithm on hyperspectral image classification

Cite this Research Publication : R. Reshma, Sowmya V., and Dr. Soman K. P., “Effect of Legendre–Fenchel denoising and SVD-based Dimensionality Reduction Algorithm on Hyperspectral image Classification”, Neural Computing and Applications, vol. 29, pp. 301-310 (IF: 4.774, CiteScore: 6.5, Q1- 81 percentile), 2018.

Publisher : Neural Computing and Applications, Springer London.

Year : 2018

Effect of Dimensionality Reduction on Sparsity Based Hyperspectral Unmixing

Cite this Research Publication : M. Swarna, Sowmya, and Dr. Soman K. P., “Effect of dimensionality reduction on sparsity based hyperspectral unmixing”, Advances in Intelligent Systems and Computing, vol. 614, pp. 429-439, 2018.

Publisher : Advances in Intelligent Systems and Computing.

Year : 2018

Least Square Based Fast Denoising approach to Hyperspectral Imagery

Cite this Research Publication : S. Srivatsa, Sowmya, and Dr. Soman K. P., “Least square based fast denoising approach to hyperspectral imagery”, Advances in Intelligent Systems and Computing, vol. 518, pp. 107-115, 2018.

Publisher : Advances in Intelligent Systems and Computing, Springer Verlag

Year : 2018

Implementation of rejection strategies inside malayalam character recognition system based on random fourier features and regularized least square classifier

Cite this Research Publication : K. Manjusha, M. Kumar, A., and Dr. Soman K. P., “Implementation of rejection strategies inside malayalam character recognition system based on random fourier features and regularized least square classifier”, Journal of Engineering Science and Technology, vol. 13, pp. 141-157, 2018.

Publisher : Journal of Engineering Science and Technology

Year : 2018

From Vector Space Models to Vector Space Models of Semantics

Cite this Research Publication : H. B. Barathi Ganesh, M. Kumar, A., and Dr. Soman K. P., “From Vector Space Models to Vector Space Models of Semantics”, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 10478 LNCS, pp. 50-60, 2018.

Publisher : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Year : 2018

Character embedding for language identification in Hindi-English code-mixed social media text

Cite this Research Publication : P. V. Veena, Dr. M. Anand Kumar, and Dr. Soman K. P., “Character embedding for language identification in Hindi-English code-mixed social media text”, Computacion y Sistemas, vol. 22, pp. 65-74, 2018.

Publisher : Computacion y Sistemas

Year : 2017

Resolving Polysemy in Malayalam Verbs, Language in India

Cite this Research Publication : Mohanraj, Sachin Kumar S, S Rajendran, K P Soman, Resolving Polysemy in Malayalam Verbs, Language in India, vol. 17, 2017

Year : 2017

Salient Region Detection and Object Segmentation in Color Images using Dynamic Mode Decomposition

Cite this Research Publication : O K Sikha, Sachin Kumar S, K P Soman, Salient Region Detection and Object Segmentation in Color Images using Dynamic Mode Decomposition, Journal of Computational Science-Elsevier, Vol 25, pp351-366, 2017

Publisher : Journal of Computational Science-Elsevier

Year : 2017

Overview of the INLI PAN at FIRE-2017 Track on Indian Native Language Identification

Cite this Research Publication : Dr. Soman K. P., M Kumar, A., Ganesh, H. B. Barathi, Singh, S., and Rosso, P., “Overview of the INLI PAN at FIRE-2017 Track on Indian Native Language Identification”, CEUR workshop proceedings, pp. 99-105, 2017.

Publisher : CEUR workshop proceedings

Year : 2017

Significance of perceptually relevant image decolorization for scene classification

Cite this Research Publication : Sowmya V., Divakaran, G., and Dr. Soman K. P., “Significance of perceptually relevant image decolorization for scene classification”, Journal of Electronic ImagingJournal of Electronic Imaging, vol. 26, no. 6, pp. 063019 (IF: 0.780, CiteScore: 2.0, Q3- 46 percentile), 2017.

Publisher : Journal of Electronic Imaging

Year : 2017

Real-time automotive engine fault detection and analysis using bigdata platforms

Cite this Research Publication : Yadhu C Nair, Sachin Kumar S, KP Soman, Real-Time Automotive Engine Fault Detection and Analysis Using BigData Platforms, FICTA, Vol 515, pp 507-514, 2016 (Scopus)

Publisher : FICTA

Year : 2017

Drive-by-download malware detection in hosts by analyzing system resource utilization using one class support vector machines

Cite this Research Publication : P. Poornachandran, Praveen, S., Ashok, A., Krishnan, M. R., and Dr. Soman K. P., “Drive-by-download malware detection in hosts by analyzing system resource utilization using one class support vector machines”, Advances in Intelligent Systems and Computing, vol. 516, pp. 129-137, 2017.

Publisher : Advances in Intelligent Systems and Computing

Year : 2017

Significance of incorporating chrominance information for effective color-to-grayscale image conversion

Cite this Research Publication : Sowmya, Divu, G., and Dr. Soman K. P., “Significance of incorporating chrominance information for effective color-to-grayscale image conversion”, Signal, Image and Video Processing, vol. 11, 2016.

Publisher : Signal, Image and Video Processing.

Year : 2017

Deep Learning for Network Flow Analysis and Malware Classification

Cite this Research Publication : R. K. Rahul, Anjali, T., Menon, V. K., and Dr. Soman K. P., “Deep Learning for Network Flow Analysis and Malware Classification”, Communications in Computer and Information Science, vol. 746, pp. 226-235, 2017.

Publisher : Communications in Computer and Information Science, Springer Verlag

Year : 2017

Convex hyperspectral unmixing algorithm using parameterized non-convex penalty function

Cite this Research Publication : K. Harikumar and Dr. Soman K. P., “Convex hyperspectral unmixing algorithm using parameterized non-convex penalty function”, Advances in Intelligent Systems and Computing, vol. 516, pp. 209-217, 2017.

Publisher : Advances in Intelligent Systems and Computing, Springer Verlag

Year : 2017

Character based bidirectional LSTM for disambiguating tamil part of speech categories

Cite this Research Publication : K. S. Gokul Krishnan, Pooja, A., Dr. M. Anand Kumar, and Dr. Soman K. P., “Character based bidirectional LSTM for disambiguating tamil part of speech categories”, International Journal of Control Theory and Applications, vol. 10, pp. 229-235, 2017.

Publisher : International Journal of Control Theory and Applications, Serials Publications

Year : 2017

Application of M-band wavelet in pan-sharpening

Cite this Research Publication : V. V. Pradeep, Sowmya, and Dr. Soman K. P., “Application of M-band wavelet in pan-sharpening”, Special Issue in the Journal of Intelligent and Fuzzy Systems, IOS Press, Netherlands, vol. 32, no. 4, pp. 3151-3158, 2017.

Publisher : Special Issue in the Journal of Intelligent and Fuzzy Systems, IOS Press,

Year : 2017

Evaluation of Recurrent Neural Network and its Variants for Intrusion Detection System (IDS)

Cite this Research Publication : Dr. Soman K. P., Vinayakumar, R., and Poornachandran, P., “Evaluation of Recurrent Neural Network and its Variants for Intrusion Detection System (IDS)”, International Journal of Information System Modeling and Design (IJISMD) , vol. 8, no. 3, 2017.

Publisher : International Journal of Information System Modeling and Design (IJISMD)

Year : 2016

Fourier Descriptor features for Shape Deformation Classification using Random Kitchen Sink

Cite this Research Publication : S. Se, Pradeep, D., Sowmya, and Dr. Soman K. P., “Fourier Descriptor features for Shape Deformation Classification using Random Kitchen Sink”, Journal of Chemical and Pharmaceutical Sciences, vol. 9, pp. 554-558, 2016.

Publisher : Journal of Chemical and Pharmaceutical Sciences

Year : 2016

A Fast and Efficient Framework for Creating Parallel Corpus

Cite this Research Publication : Premjith B, Sachin Kumar S, Shyam R, M Anand Kumar, K P Soman, A Fast and Efficient Framework for creating Parallel Corpus, IJST, Vol 9, 2016

Publisher : Indian Journal of Science and Technology

Year : 2016

Predicting the Sentimental Reviews in Tamil Movie using Machine Learning Algorithms

Cite this Research Publication : S. Se, Vinayakumar, R., Dr. M. Anand Kumar, and Soman, K. P., “Predicting the Sentimental Reviews in Tamil Movie using Machine Learning Algorithms”, Indian Journal of Science and Technology, vol. 9, 2016.

Publisher : Indian Journal of Science and Technology

Year : 2016

Cuisine Prediction based on Ingredients using Tree Boosting Algorithms

Cite this Research Publication : R. M. Kumar, Dr. M. Anand Kumar, Dr. Soman K. P., and Venkatesh, R., “Cuisine Prediction based on Ingredients using Tree Boosting Algorithms”, Indian Journal of Science and Technology, vol. 9, 2016.

Publisher : Indian Journal of Science and Technology

Year : 2016

Convex denoising of hyperspectral images using non-convex tight frame regularization for improved sparsity based classification

Cite this Research Publication : K. R. Rithu Vadhana, Dr. Neethu Mohan, and Dr. Soman K. P., “Convex denoising of hyperspectral images using non-convex tight frame regularization for improved sparsity based classification”, International Journal of Control Theory and Applications, vol. 9, pp. 4445-4451, 2016.

Publisher : International Journal of Control Theory and Applications.

Year : 2016

Knowledge based Approach for English-Malayalam Parallel Corpus Generation

Cite this Research Publication : S. Sudhakaran, Jose, S., Dr. M. Anand Kumar, and Soman, K. P., “Knowledge based Approach for English-Malayalam Parallel Corpus Generation”, Indian Journal of Science and Technology, vol. 9, 2016.

Publisher : Indian Journal of Science and Technology

Year : 2016

CEN@ Amrita: Information Retrieval on CodeMixed Hindi-English Tweets Using Vector Space Models

Cite this Research Publication : S. Singh, Dr. M. Anand Kumar, and Dr. Soman K. P., “CEN@ Amrita: Information Retrieval on CodeMixed Hindi-English Tweets Using Vector Space Models”, Working notes of FIRE, pp. 7–10, 2016.

Publisher : Working notes of FIRE, p.7–10.

Year : 2016

A case study on cirrus clouds using PWV measurement

Cite this Research Publication : P. R. Sugatha Kumari, Dr. Shanmugha Sundaram G. A., and Dr. Soman K. P., “A case study on cirrus clouds using PWV measurement”, Journal of Chemical and Pharmaceutical Sciences, vol. 9, pp. 559-564, 2016.

Publisher : Journal of Chemical and Pharmaceutical Sciences, SPB Pharma Society,

Year : 2016

Impact of least square denoising on kernel based hyperspectral image classification

Cite this Research Publication : P. Megha, Swarna, M., K. Dixon, D. Merlin, Dr. Soman K. P., and Sowmya, “Impact of least square denoising on kernel based hyperspectral image classification”, International Journal of Control Theory and Applications, vol. 9, pp. 4623-4630, 2016.

Publisher : International Journal of Control Theory and Applications.

Year : 2016

Analysis of precipitating clouds using precipitable water vapour

Cite this Research Publication : S. Archana, Dr. Shanmugha Sundaram G. A., and Dr. Soman K. P., “Analysis of precipitating clouds using precipitable water vapour”, Journal of Chemical and Pharmaceutical Sciences, vol. 9, pp. 542-547, 2016.

Publisher : Journal of Chemical and Pharmaceutical Sciences, SPB Pharma Society,

Year : 2016

A simplified exposition of sparsity inducing penalty functions for denoising

Cite this Research Publication : Shivkaran Sing, Sachin Kumar S, KP Soman, A Simplified Exposition of Sparsity Inducing Penalty Functions for Denoising, ISTA, Springer, Vol 530, pp 1005-1015, 2016 (Scopus)

Publisher : Springer

Year : 2016

Unsupervised word embedding based polarity detection for tamil tweets

Cite this Research Publication : E. Nivedhitha, Sanjay, S. P., M. Kumar, A., and Soman, K. P., “Unsupervised word embedding based polarity detection for tamil tweets”, International Journal of Control Theory and Applications, vol. 9, pp. 4631-4638, 2016.

Publisher : International Journal of Control Theory and Applications.

Year : 2016

Non-convex group sparsity denoising for bearing fault diagnosis using SVM

Cite this Research Publication : A. Chandran, Dr. Neethu Mohan, and Dr. Soman K. P., “Non-convex group sparsity denoising for bearing fault diagnosis using SVM”, International Journal of Control Theory and Applications, vol. 9, pp. 4433-4443, 2016.

Publisher : International Journal of Control Theory and Applications.

Year : 2016

A distributed approach for predicting malicious activities in a network from a streaming data with support vector machine and explicit random feature mapping

Cite this Research Publication : P. Poornachandran, B. Premjith, and Dr. Soman K. P., “A distributed approach for predicting malicious activities in a network from a streaming data with support vector machine and explicit random feature mapping”, IIOAB Journal, vol. 7, pp. 24-29, 2016.

Publisher : IIOAB Journal

Year : 2016

Hyperspectral image classification improved with ELRMA denoising

Cite this Research Publication : G. Swamynadhan, Dr. Nidhin Prabhakar T. V., and Dr. Soman K. P., “Hyperspectral image classification improved with ELRMA denoising”, International Journal of Control Theory and Applications, vol. 9, pp. 4603-4609, 2016.

Publisher : International Journal of Control Theory and Applications.

Year : 2016

Real time vehicular data analytics utilising bigdata platforms and cost effective ECU networks

Cite this Research Publication : Y. C. Nair, P. V. Neethu, Menon, V. Krishna, and Dr. Soman K. P., “Real time vehicular data analytics utilising bigdata platforms and cost effective ECU networks”, Indian Journal of Science and Technology, vol. 9, 2016.

Publisher : Indian Journal of Science and Technology, Indian Society for Education and Environment.

Year : 2016

Pi doctor: A low cost aquaponics plant health monitoring system using infragram technology and raspberry Pi

Cite this Research Publication : Sajith Variyar V. V., Haridas, N., Aswathy, C., and Dr. Soman K. P., “Pi doctor: A low cost aquaponics plant health monitoring system using infragram technology and raspberry Pi”, Advances in Intelligent Systems and Computing, vol. 397, pp. 909-917, 2016.

Publisher : Advances in Intelligent Systems and Computing

Year : 2016

Empirical Wavelet Transform for Multifocus Image Fusion

Cite this Research Publication : S. Moushmi, Sowmya, V., and Dr. Soman K. P., “Empirical wavelet transform for multifocus image fusion”, Advances in Intelligent Systems and Computing, vol. 397, pp. 257-263, 2016.

Publisher : AISC Springer Series

Year : 2016

Regularized least square approach for remote sensing image denoising using wavelet filters

Cite this Research Publication : M. Swarna, Megha, P., Sowmya, and Dr. Soman K. P., “Regularized least square approach for remote sensing image denoising using wavelet filters”, Indian Journal of Science and Technology, vol. 9, 2016.

Publisher : Indian Journal of Science and Technology

Year : 2016

Modified variational mode decomposition for power line interference removal in ECG signals

Cite this Research Publication : Dr. Neethu Mohan, S. Kumar, S., Poornachandran, P., and Dr. Soman K. P., “Modified variational mode decomposition for power line interference removal in ECG signals”, International Journal of Electrical and Computer Engineering, vol. 6, pp. 151-159, 2016.

Publisher : International Journal of Electrical and Computer Engineering

Year : 2016

Climatic impacts and reliability of large scale wind farms in Tamil Nadu

Cite this Research Publication : M. Kavinandhini, Dr. Geetha Srikanth, and Dr. Soman K. P., “Climatic impacts and reliability of large scale wind farms in Tamil Nadu”, Indian Journal of Science and Technology, vol. 9, no. 6, 2016.

Publisher : Indian Journal of Science and Technology

Year : 2016

Word Embedding Models for Finding Semantic Relationship between Words in Tamil Language

Cite this Research Publication : S. G. Ajay, Srikanth, M., Dr. M. Anand Kumar, and Soman, K. P., “Word Embedding Models for Finding Semantic Relationship between Words in Tamil Language”, Indian Journal of Science and Technology, vol. 9, 2016.

Publisher : Indian Journal of Science and Technology.

Year : 2016

Low dimensional variational mode features for hyperspectral image classification

Cite this Research Publication : N. Nechikkat, Sowmya, and Dr. Soman K. P., “Low dimensional variational mode features for hyperspectral image classification”, Journal of Chemical and Pharmaceutical Sciences, vol. 9, pp. 565-570, 2016.

Publisher : Journal of Chemical and Pharmaceutical Sciences

Year : 2016

Deep belief network based part-of-speech tagger for Telugu language

Cite this Research Publication : M. Jagadeesh, M. Kumar, A., and Dr. Soman K. P., “Deep belief network based part-of-speech tagger for Telugu language”, Advances in Intelligent Systems and Computing, vol. 381, pp. 75-84, 2016.

Publisher : Advances in Intelligent Systems and Computing

Year : 2016

Impact Analysis of Wind Farms on Air Traffic Control Radar

Cite this Research Publication : Ca Anjana, Sundaresan, Sb, Dr. Shanmugha Sundaram G. A., and Dr. Soman K. P., “Impact Analysis of Wind Farms on Air Traffic Control Radar”, Journal of Chemical and Pharmaceutical Sciences, vol. 9, pp. 580-584, 2016.

Publisher : SPB Pharma Society

Year : 2016

Enhanced Variational Mode Features for Hyperspectral Image Classification

Cite this Research Publication : L. S. Kiran, Sowmya, and Dr. Soman K. P., “Enhanced Variational Mode Features for Hyperspectral Image Classification”, Journal of Chemical and Pharmaceutical Sciences, vol. 9, pp. 502-505, 2016.

Publisher : Journal of Chemical and Pharmaceutical Sciences

Year : 2016

Improvement in kernel based Hyperspectral image classification using legendre fenchel denoising

Cite this Research Publication : Reshma R, Sowmya, and Dr. Soman K. P., “Improvement in kernel based Hyperspectral image classification using legendre fenchel denoising”, Indian Journal of Science and Technology, vol. 9, no. 33, 2016.

Publisher : Indian Journal of Science and Technology

Year : 2016

Variational mode decomposition based multispectral and panchromatic image fusion

Cite this Research Publication : V. V. Pradeep, Sowmya, and Dr. Soman K. P., “Variational mode decomposition based multispectral and panchromatic image fusion”, International Journal of Control Theory and Applications, vol. 9, no. 16, pp. 8051-8059, 2016.

Publisher : International Journal of Control Theory and Applications, Serials Publications

Year : 2016

Aerial and satellite image denoising using least square weighted regularization method

Cite this Research Publication : D. Merlin K. Dixon, Ajay, A., Dr. Soman K. P., and Sowmya, “Aerial and satellite image denoising using least square weighted regularization method”, Indian Journal of Science and Technology, vol. 9, no. 30, 2016.

Publisher : Indian Journal of Science and Technology

Year : 2016

Least Square based image denoising using wavelet filters

Cite this Research Publication : V. P.V, G, R. Devi, Sowmya, and Dr. Soman K. P., “Least Square based image denoising using wavelet filters”, Indian Journal of Science and Technology, vol. 9, no. 30, 2016.

Publisher : Indian Journal of Science and Technology

Year : 2016

Power quality signal classification using convolutional neural network

Cite this Research Publication : P. Binsha, S. Kumar, S., Athira, S., and Soman, K. P., “Power quality signal classification using convolutional neural network”, International Journal of Control Theory and Applications, vol. 9, pp. 6405-6414, 2016.

Publisher : IJCTA

Year : 2016

Performance Evaluation of Sparse Banded Filter Matrices using content based image retrieval

Cite this Research Publication : H. T. Suseelan, Sudhakaran, S., Sowmya, and Dr. Soman K. P., “Performance Evaluation of Sparse Banded Filter Matrices using content based image retrieval”, Institute of Integrative Omics and Applied Biotechnology, vol. 7, no. 3, pp. 11-18, 2016.

Publisher : Institute of Integrative Omics and Applied Biotechnology

Year : 2016

Least Square Based approach for Image Inpainting

Cite this Research Publication : A. M, N, D., Sowmya, Mahan, D. Neethu, and Dr. Soman K. P., “Least Square Based approach for Image Inpainting”, Institute of Integrative Omics and Applied Biotechnology, vol. 7, pp. 44-59, 2016.

Publisher : Institute of Integrative Omics and Applied Biotechnology

Year : 2016

Variational Mode Feature-Based Hyperspectral Image Classification

Cite this Research Publication : N. Nechikkat, Sowmya, V., and Dr. Soman K. P., “Variational mode feature-based hyperspectral image classification”, Advances in Intelligent Systems and Computing, vol. 380, pp. 365-373, 2016.

Publisher : Advances in Intelligent Systems and Computing, Springer Verlag

Year : 2016

Digit recognition using multiple feature extraction

Cite this Research Publication : D. P. Kuttichira, Sowmya, and Dr. Soman K. P., “Digit recognition using multiple feature extraction”, IIOAB Journal, vol. 7, pp. 37-43, 2016.

Publisher : IIOAB Journal

Year : 2016

Aerial image classification using regularized least squares classifier

Cite this Research Publication : S. Chandran, Sajith Variyar V. V., Dr. Nidhin Prabhakar T. V., and Dr. Soman K. P., “Aerial image classification using regularized least squares classifier”, Journal of Chemical and Pharmaceutical Sciences, vol. 9, pp. 889-895, 2016.

Publisher : Journal of Chemical and Pharmaceutical Sciences

Year : 2016

AmritaCEN at SemEval-2016 Task 11: Complex Word Identification using Word Embedding

Cite this Research Publication : S. P. Sanjay, Dr. M. Anand Kumar, and Dr. Soman K. P., “AmritaCEN at SemEval-2016 Task 11: Complex Word Identification using Word Embedding”, Proceedings of SemEval, pp. 1022–1027, 2016.

Publisher : Proceedings of SemEval

Year : 2016

Least Square based Signal Denoising and Deconvolution using Wavelet Filters

Cite this Research Publication : Sowmya, Praveena, R., and Dr. Soman K. P., “Least Square based Signal Denoising and Deconvolution using Wavelet Filters”, Indian Journal of Science and Technology, vol. 9, no. 33, 2016.

Publisher : Indian Journal of Science and Technology

Year : 2016

Experimental analysis of malayalam pos tagger using epic framework in scala

Cite this Research Publication : Sachin Kumar S, M Anand Kumar, K P Soman, Experimental Analysis of Malayalam POS Tagger using Epic Framework in Scala, ARPN Journal of Engineering and Applied Sciences, Vol 11, pp 8017-8023, 2016 (Scopus)

Publisher : ARPN Journal of Engineering and Applied Sciences

Year : 2016

Significance of incorporating chrominance information for effective color-to-grayscale image conversion

Cite this Research Publication : Sowmya, Divu, G., and Dr. Soman K. P., “Significance of incorporating chrominance information for effective color-to-grayscale image conversion”, Signal, Image and Video Processing, vol. 11, 2016.

Publisher : Signal, Image and Video Processing

Year : 2015

Apache Spark a Big Data Analytics Platform for Smart Grid

Cite this Research Publication : Shyam R, Bharathi Ganesh HB, Sachin Kumar S, Prabaharan P, KP Soman, Apache Spark a Big Data Analytics Platform for Smart Grid, Smart Grid Technologies, Elsevier Procedia Technology, Vol 21, pp 171-178, 2015 (Scopus)

Publisher : Elsevier Procedia Technology

Year : 2015

Application and Analysis of Smart Meter Data along with RTL SDR and GNU Radio

Cite this Research Publication : A. M., Gandhiraj R., and Dr. Soman K. P., “Application and Analysis of Smart Meter Data along with RTL SDR and GNU Radio”, Procedia Technology, vol. 21, pp. 317 - 325, 2015.

Publisher : Procedia Technology

Year : 2015

An Optimization Algorithm for Voltage Flicker Analysis

Cite this Research Publication : Athira S., K., H., Dr. Soman K. P., and Prabaharan Poornachandran, “An Optimization Algorithm for Voltage Flicker Analysis”, Procedia Technology, vol. 21, pp. 589 - 595, 2015.

Publisher : Procedia Technology

Year : 2015

Supervised methods for domain classification of tamil documents

Cite this Research Publication : U. Reshma, Ganesh, H. B. Barathi, M. Kumar, A., and Dr. Soman K. P., “Supervised methods for domain classification of tamil documents”, ARPN Journal of Engineering and Applied Sciences, vol. 10, no. 8, pp. 3702-3707, 2015.

Publisher : Research India Publications

Year : 2015

Performance Comparison of Empirical wavelet Transform and Empirical Mode Decomposition on Pan sharpening

Cite this Research Publication : Sowmya, S., M., and Dr. Soman K. P., “Performance Comparison of Empirical wavelet Transform and Empirical Mode Decomposition on Pan sharpening”, International Journal of Applied Engineering Research, vol. 10, no. 73, 2015.

Publisher : International Journal of Applied Engineering Research

Year : 2015

Recursive Variational Mode Decomposition Algorithm for Real Time Power Signal Decomposition

Cite this Research Publication : Dr. Soman K. P., Prabaharan Poornachandran, S., A., and K., H., “Recursive Variational Mode Decomposition Algorithm for Real Time Power Signal Decomposition”, Procedia Technology, vol. 21, pp. 540 - 546, 2015.

Publisher : Procedia Technology

Year : 2015

Effect of AB filter denoising on ADMM based Hyperspectral Image Classification

Cite this Research Publication : A. C, Haridas, N., Sowmya, and Dr. Soman K. P., “Effect of AB filter denoising on ADMM based Hyperspectral Image Classification”, International Journal of Applied Engineering Research (IJAER), vol. 10, no. 73, pp. 127-131, 2015.

Publisher : International Journal of Applied Engineering Research (IJAER)

Year : 2015

Audio Data Authentication with PMU Data and EWT

Cite this Research Publication : Premjith, B., Mohan, Neethu, Poornachandran, P., & Soman, K. (2015). Audio data authentication with pmu data and ewt. Procedia Technology, 21, 596–603.

Publisher : Procedia Technology

Year : 2015

Accelerated FFT computation for GNU radio using GPU of raspberry Pi

Cite this Research Publication : S. Sabarinath, Shyam, R., Aneesh, C., Gandhiraj R., and Dr. Soman K. P., “Accelerated FFT computation for GNU radio using GPU of raspberry Pi”, Smart Innovation, Systems and Technologies, vol. 32, pp. 657-664, 2015.

Publisher : Springer Science and Business Media Deutschland GmbH

Year : 2015

Fault diagnosis of helical gear box using variational mode decomposition and random forest algorithm

Cite this Research Publication : A. Muralidharan, Sugumaran, V., Dr. Soman K. P., and Amarnath, M., “Fault diagnosis of helical gear box using variational mode decomposition and random forest algorithm”, SDHM Structural Durability and Health Monitoring, vol. 10, pp. 55-80, 2015.

Publisher : SDHM Structural Durability and Health Monitoring

Year : 2015

Analysis of sentiment classification for Hindi movie reviews: A comparison of different classifiers

Cite this Research Publication : S. N. Vinithra, Dr. M. Anand Kumar, and Dr. Soman K. P., “Analysis of sentiment classification for Hindi movie reviews: A comparison of different classifiers”, International Journal of Applied Engineering Research, vol. 10, 2015.

Publisher : International Journal of Applied Engineering Research, Research India Publications

Year : 2015

Simulated and self-sustained classification of Twitter Data based on its sentiment

Cite this Research Publication : S. N. Vinithra, Selvan, S. J. Arun, M. Kumar, A., and Dr. Soman K. P., “Simulated and self-sustained classification of Twitter Data based on its sentiment”, Indian Journal of Science and Technology, vol. 8, no. 24, 2015.

Publisher : Indian Journal of Science and Technology

Year : 2015

Discrimination between inrush and internal fault currents in a power transformer using Variational Mode Decomposition Method

Cite this Research Publication : P. Maya, Dhivya, N., Kartikga, C., and Dr. Soman K. P., “Discrimination between inrush and internal fault currents in a power transformer using Variational Mode Decomposition Method”, International Journal of Applied Engineering Research, vol. 10, no. 55, pp. 3298-3301, 2015.

Publisher : Research India Publications

Year : 2015

Innovative feature sets for machine learning based Telugu character recognition

Cite this Research Publication : J. Jyothi, Manjusha, K., M. Kumar, A., and Dr. Soman K. P., “Innovative feature sets for machine learning based Telugu character recognition”, Indian Journal of Science and Technology, vol. 8, no. 24, 2015.

Publisher : Indian Society for Education and Environment

Year : 2015

Spreadsheet implementation of random kitchen sink for classification

Cite this Research Publication : Y. C. Nair, Binsha, P., V. Pradeep, V., Sowmya, and Dr. Soman K. P., “Spreadsheet implementation of random kitchen sink for classification”, International Journal of Applied Engineering Research, vol. 10, no. 20, pp. 19228-19233, 2015.

Publisher : International Journal of Applied Engineering Research

Year : 2015

Parameter analysis of random kitchen sink algorithm

Cite this Research Publication : S. Athira, Harikumar, K., Sowmya, and Dr. Soman K. P., “Parameter analysis of random kitchen sink algorithm”, International Journal of Applied Engineering Research, vol. 10, no. 20, pp. 19351-19355, 2015.

Publisher : International Journal of Applied Engineering Research

Year : 2015

Smart meter data security based on cosine transform and chaotic theory

Cite this Research Publication : M. Aswathi, M. Babu, J., Sowmya, and Dr. Soman K. P., “Smart meter data security based on cosine transform and chaotic theory”, International Journal of Applied Engineering Research, vol. 10, no. 20, pp. 19181-19185, 2015.

Publisher : International Journal of Applied Engineering Research

Year : 2015

Sparse banded matrix filter for image denoising

Cite this Research Publication : ⦁ Sowmya, V., Mohan, Neethu, & Soman, K. (2015b). Sparse banded matrix filter for image denoising. Indian Journal of Science and Technology, 8(24), 1–6.

Publisher : Indian Journal of Science and Technology

Year : 2015

Multispectral and Panchromatic Image Fusion using Empirical Wavelet Transform

Cite this Research Publication : S. Moushmi, Sowmya, and Dr. Soman K. P., “Multispectral and Panchromatic Image Fusion using Empirical Wavelet Transform”, Indian Journal of Science and Technology, vol. 8, no. 24, 2015.

Publisher : Indian Journal of Science and Technology

Year : 2015

Performance Enhancement of Minimum Volume based Hyper Spectral Unmixing Algorithms by Variational Mode Decomposition

Cite this Research Publication : P. G. Mol, Sowmya, and Dr. Soman K. P., “Performance Enhancement of Minimum Volume based Hyper Spectral Unmixing Algorithms by Variational Mode Decomposition”, Indian Journal of Science and Technology, vol. 8, no. 24, 2015.

Publisher : Indian Journal of Science and Technology

Year : 2015

ADMM based hyperspectral image classification improved by denoising using legendre fenchel transformation

Cite this Research Publication : C. Aswathy, Sowmya, and Dr. Soman K. P., “ADMM based hyperspectral image classification improved by denoising using legendre fenchel transformation”, Indian Journal of Science and Technology, vol. 8, no. 24, 2015

Publisher : Indian Journal of Science and Technology

Year : 2015

GURLS vs LIBSVM: Performance Comparison of Kernel Methods for Hyperspectral Image Classification

Cite this Research Publication : N. Haridas, Sowmya V., and Dr. Soman K. P., “GURLS vs LIBSVM: Performance Comparison of Kernel Methods for Hyperspectral Image Classification”, Indian Journal of Science and Technology, vol. 8, no. 24, 2015.

Publisher : Indian Journal of Science and Technology

Year : 2015

A Comparative Analysis of Variational Mode and Empirical Mode Features on Hyperspectral Image Classification

Cite this Research Publication : N. Nechikkat, Sowmya, and Dr. Soman K. P., “A Comparative Analysis of Variational Mode and Empirical Mode Features on Hyperspectral Image Classification”, International Journal of Applied Engineering Research, vol. 10, no. 73, 2015.

Publisher : Rajagiri School of Social Sciences, Kalamassery, Kochi

Year : 2015

Edge Detection Using Sparse Banded Filter Matrices

Cite this Research Publication : Sowmya, Dr. Neethu Mohan, and Dr. Soman K. P., “Edge Detection Using Sparse Banded Filter Matrices”, Second International Symposium on Computer Vision and the Internet (VisionNet’15). Elsevier Procedia Computer Science Journal, SCMS School of Engineering, Aluva, Kochi , pp. 10–17, 2015.

Publisher : Procedia Computer Science

Year : 2015

AMRITA_CEN-NLP@ FIRE 2015: CRF BASED NAMED ENTITY EXTRATION FOR TWITTER MICROPOSTS

Cite this Research Publication : S. P. Sanjay, Dr. M. Anand Kumar, and Dr. Soman K. P., “AMRITA_CEN-NLP@ FIRE 2015: CRF Based Named Entity Extration for Twitter Microposts”, 2015.

Year : 2015

AmritaCEN_NLP@ FIRE 2015 Language Identification for Indian Languages in Social Media Text

Cite this Research Publication : R. Venkatesh Kumar, Dr. M. Anand Kumar, and Dr. Soman K. P., “AmritaCEN_NLP@ FIRE 2015 Language Identification for Indian Languages in Social Media Text”, 2015.

Year : 2015

Computational experiment of one class SVM in excel

Cite this Research Publication : K. R. Rithu Vadhana, G. Swamynadhan, P. V. Neethu, B. Premjith, and Dr. Soman K. P., “Computational experiment of one class SVM in excel”, International Journal of Applied Engineering Research, vol. 10, no. 20, pp. 19356-19360, 2015.

Publisher : Research India Publications

Year : 2015

AMRITA-CEN@SAIL2015: Sentiment analysis in Indian languages

Cite this Research Publication : S. Se, Vinayakumar, R., M. Kumar, A., and Soman, K. P., “AMRITA-CEN@SAIL2015: Sentiment analysis in Indian languages”, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 9468, pp. 703-710, 2015.

Publisher : Springer Verlag

Year : 2015

Spatial preprocessing based multinomial logistic regression for hyperspectral image classification

Cite this Research Publication : Dr. Nidhin Prabhakar T. V., Xavier G., Dr. Geetha Srikanth, and Dr. Soman K. P., “Spatial Preprocessing based Multinomial Logistic Regression for Hyperspectral Image Classification”, Procedia Computer Science, 2015.

Publisher : Elsevier

Year : 2014

Modern analog and digital communication systems development using GNU Radio with USRP

Cite this Research Publication : Gandhiraj R. and Dr. Soman K. P., “Modern analog and digital communication systems development using GNU Radio with USRP”, Telecommunication Systems, vol. 56, pp. 367-381, 2014.

Publisher : Telecommunication Systems

Year : 2014

Factored statistical machine translation system for English to Tamil language

Cite this Research Publication : A. M. Kumar, Dhanalakshmi, V., Dr. Soman K. P., and S. Rajendran, “Factored statistical machine translation system for English to Tamil language”, Pertanika Journal of Social Science and Humanities, vol. 22, pp. 1045-1061, 2014.

Publisher : Pertanika Journal of Social Science and Humanities

Year : 2014

Vibration based fault diagnosis of a hydraulic brake system using Variational Mode Decomposition (VMD)

Cite this Research Publication : R. Jegadeeshwaran, Sugumaran, V., and Dr. Soman K. P., “Vibration based fault diagnosis of a hydraulic brake system using Variational Mode Decomposition (VMD)”, SDHM Structural Durability and Health Monitoring, vol. 10, pp. 81-97, 2014.

Publisher : SDHM Structural Durability and Health Monitoring

Year : 2014

Tamil word sense disambiguation using support vector machines with rich features

Cite this Research Publication : A. M. Kumar, S. Rajendran, and Dr. Soman K. P., “Tamil word sense disambiguation using support vector machines with rich features”, International Journal of Applied Engineering Research, vol. 9, pp. 7609-7620, 2014.

Publisher : International Journal of Applied Engineering Research

Year : 2014

A Short Review about Manipuri Language Processing

Cite this Research Publication : S. Singh, Gunasekaran S., M Kumar, A., and Dr. Soman K. P., “A Short Review about Manipuri Language Processing”, Research Journal of Recent Sciences, vol. 3(3), pp. 99-103, 2014.

Publisher : Research Journal of Recent Sciences

Year : 2014

Novel SVD based character recognition approach for Malayalam language script

Cite this Research Publication : Sachin Kumar S, Manjusha K, KP Soman, Novel SVD based Character Recognition Approach for Malayalam Language Script, Recent Advances in Intelligent Systems and Computing, Springer, Vol 235, pp 435-442, Jan 2014 (Scopus)

Publisher : Springer

Year : 2014

Classification of hyperspectral images using scattering transform

Cite this Research Publication : P. S. Ashitha, Sowmya, and Dr. Soman K. P., “Classification of hyperspectral images using scattering transform”, International Journal of Scientific & Engineering Research, vol. 5, no. 7, pp. 315-319, 2014.

Publisher : International Journal of Scientific Engineering Research

Year : 2014

Image Classification Using Convolutional Neural Networks

Cite this Research Publication : Sowmya, Dr. Soman K. P., and Deepika, J., “Image Classification Using Convolutional Neural Networks”, International Journal of Scientific & Engineering Research , vol. 5, no. 6, p. 06/2014, 2014.

Publisher : International Journal of Scientific Engineering Research

Year : 2014

Multiresolution analysis of source code using discrete wavelet transform

Cite this Research Publication : N. G. Resmi and Dr. Soman K. P., “Multiresolution analysis of source code using discrete wavelet transform”, International Journal of Applied Engineering Research, vol. 9, pp. 13341-13360, 2014.

Publisher : International Journal of Applied Engineering Research

Year : 2014

Convolutional neural networks for the recognition of malayalam characters

Cite this Research Publication : R Anil, Manjusha K, Sachin Kumar S, KP Soman, Convolutional Neural Network for the Recognition of Malayalam Characters, International Conference on Frontiers of Intelligent Computing, Springer, Vol 328,pp 493-500, 2014 (Scopus)

Publisher : Springer

Year : 2013

Insight into Primal Dual Augmented Lagrangian Multiplier Method

Cite this Research Publication : Premjith B, Sachin Kumar S, Akhil M, Bijeesh TV, KP Soman, Insight into Primal Dual Augmented Lagrangian Multiplier Method, arXiv: 1312.7637 [cs. NA], 2013

Publisher : International Journal of Computer Science and Information Technology & Security

Year : 2013

Discrete wavelet transform based source code plagiarism detection

Cite this Research Publication : R. N. G and Soman, K. P., “Discrete wavelet transform based source code plagiarism detection”, European Journal of Scientific Research, vol. 107, pp. 240- 255, 2013.

Publisher : European Journal of Scientific Research

Year : 2013

Innovative use of What if analysis for visualization

Cite this Research Publication : A. P. L, Soman, K. P., L, T., Pillai, G. S., and Joy, G., “Innovative use of What if analysis for visualization”, International journal of soft computing and engineering(IJCE), vol. X, no. X, 2013.

Publisher : International journal of soft computing and engineering(IJCE)

Year : 2013

Ensuring security to the compressed sensing data using a steganographic approach

Cite this Research Publication : A. .V.Sreedhanya and .P.Soman, K., “Ensuring security to the compressed sensing data using a steganographic approach”, Bonfring International Journal of Advances in Image Processing, vol. 3, 2013.

Publisher : Bonfring International Journal of Advances in Image Processing

Year : 2013

Performance analysis of minimum volume based geometrical approaches for spectral unmixing

Cite this Research Publication : Bijitha S. R., Dr. Geetha Srikanth, Dr. Nidhin Prabhakar T. V., and Dr. Soman K. P., “Performance analysis of minimum volume based geometrical approaches for spectral unmixing”, International Journal of Science, Engineering and Technology Research (IJSETR) , vol. 2, no. 7, 2013.

Publisher : International Journal of Science, Engineering and Technology Research (IJSETR)

Year : 2013

Performance evaluation of statistical andgeometrical algorithms for spectral unmixing of hyperspectraldata

Cite this Research Publication : Bijitha S. R., Dr. Soman K. P., Dr. Nidhin Prabhakar T. V., and P., G., “Performance evaluation of statistical andgeometrical algorithms for spectral unmixing of hyperspectraldata”, International journal of engineering research and technology, vol. 2, 2013.

Publisher : International journal of engineering research and technology

Year : 2013

Voice interfaced Arduino robotic arm for object detection and classification

Cite this Research Publication : V. Prabhu S and Dr. Soman K. P., “Voice interfaced Arduino robotic arm for object detection and classification”, International Journal of Scientific & Engineering Research, vol. 4, 2013.

Publisher : International Journal of Scientific Engineering Research

Year : 2013

Binary and Color Image Edge Detection Using RicciFlow

Cite this Research Publication : A. P. L, Soman, K. P., and Narayanankutty, K. A., “Binary and Color Image Edge Detection Using RicciFlow”, International Journal of Computer Applications, pp. 0975-8887, 2013.

Publisher : International Journal of Computer Applications

Year : 2013

Ionospheric Disturbances due to Solar Activity Detection using SDR

Cite this Research Publication : D. Haridas, K. P. Soman, and Dr. Shanmugha Sundaram G. A., “Ionospheric Disturbances due to Solar Activity Detection using SDR”, International Journal of Advanced Electrical and Electronics Engineering, (IJAEEE), vol. 2, no. 2, pp. 69-74, 2013.

Publisher : IJAEEE

Year : 2013

Beam Forming Algorithm Implementation using FPGA

Cite this Research Publication : A. Reghu kumar, Soman, K. P., and Dr. Shanmugha Sundaram G. A., “Beam Forming Algorithm Implementation using FPGA”, International Journal of Advanced Electrical and Electronics Engineering, (IJAEEE), vol. 2, no. 3, pp. 53-7, 2013.

Publisher : IJAEEE

Year : 2013

Weather Pattern Monitoring Using SDR

Cite this Research Publication : P. Rajan, K. P. Soman, and Dr. Shanmugha Sundaram G. A., “Weather Pattern Monitoring Using SDR”, International Journal of Advanced Electrical and Electronics Engineering,IJAEEE, vol. 2, no. 2, pp. 63-68, 2013.

Publisher : IJAEEE

Year : 2013

Insight into Primal Augmented Lagrangian Multilplier Method

Cite this Research Publication : B. Premjith, S. Sachin Kumar, Akhil Manikkoth, T. V. Bijeesh, and Dr. Soman K. P., “Insight into Primal Augmented Lagrangian Multilplier Method”, Numerical Analysis, 2013.

Publisher : Numerical Analysis

Year : 2013

Enhancing Bregmanised NLTV Image Denoising using Savitzky Golay filter and SVD

Cite this Research Publication : Aswathy M, P Rajan, Deepthi TVN, R Das, Sachin Kumar S, K P Soman, Enhancing Bregmanised NLTV Image Denoising using Savitzky Golay Filter and SVD, International Journal of Scientific & Engineering Research, Volume 4, 2013

Publisher : International Journal of Scientific & Engineering Research

Year : 2013

Multiple Kernels Learning for Virtual Screening in Drug Discovery

Cite this Research Publication : P. M. P and Soman, K. P., “Multiple Kernels Learning for Virtual Screening in Drug Discovery”, European Journal of Scientific Research, vol. 107 , pp. 210-220, 2013.

Publisher : European Journal of Scientific Research

Year : 2013

Modern analog and digital communication systems development using GNU Radio with USRP

Cite this Research Publication : Gandhiraj R. and Dr. Soman K. P., “Modern analog and digital communication systems development using GNU Radio with USRP”, Telecommunication Systems, pp. 1-15, 2013.

Publisher : Telecommunication Systems

Year : 2012

Active Contour based document image segmentation and restoration using split-bregman and edge enhancement diffusion

Cite this Research Publication : Arathy R, D Haridas, P Rajan, Sachin Kumar S, KP Soman, Active Contour based Document Image Segmentation and Restoration using Split-Bregman and Edge Enhancement Diffusion, International Journal of Computer Applications, Vol 54, No 13, 2012

Publisher : International Journal of Computer Applications

Year : 2012

Design and Optimization of Band Pass Filter for SoftwareDefined Radio Telescope

Cite this Research Publication : J. Rajendran and Dr. Soman K. P., “Design and Optimization of Band Pass Filter for SoftwareDefined Radio Telescope”, International Journal of Information and Electronics Engineering, vol. 2, 2012.

Publisher : International Journal of Information and Electronics Engineering

Year : 2012

Software redefined communication system

Cite this Research Publication : Neethu Prasannan, G Jyothish Lal, Roshni Das, KP Soman, Software redefined communication system, IOSR Journal of Electronics and Communication Engineering (IOSR-JECE), Volume 4, Issue 2, pp. 2278-2834, 2012.

Publisher : IOSR-JECE

Year : 2012

Computational Thinking with Spreadsheet: Convolution, High-Precision Computing and Filtering of Signals and Images

Cite this Research Publication : KP Soman, Sachin Kumar S, Soumya V, Shajeesh KU, Computational Thinking with Spreadsheet: Convolution, High-Precision Computing and Filtering of Signals and Images, International Journal of Computer Applications, 60(19):1-7, 2012

Publisher : International Journal of Computer Applications

Year : 2012

Spatial preprocessing for improved sparsity based hyperspectral image classification

Cite this Research Publication : K. Balakrishnan, Dr. Soman K. P., and Sowmya, “Spatial Preprocessing for Improved Sparsity based Hyperspectral Image Classification”, International Journal of Engineering Research and Technology (IJERT), vol. 1, no. 5, 2012.

Publisher : International Journal of Engineering Research and Technology (IJERT)

Year : 2012

Human Face Image Segmentation using Level Set Methodology

Cite this Research Publication : M. Kumaravel, S Karthik, K. S., Sivraj, P., and Dr. Soman K. P., “Human Face Image Segmentation using Level Set Methodology”, International Journal of Computer Applications, vol. 44, pp. 16–22, 2012.

Publisher : International Journal of Computer Applications

Year : 2012

G-Lets: A New Signal Processing Algorithm

Cite this Research Publication : Dr. Rajathilagam B., Dr. Murali Rangarajan, and Dr. Soman K. P., “G-Lets: A New Signal Processing Algorithm”, International Journal of Computer Applications, vol. 37 , no. 6, pp. 1-7, 2012.

Publisher : International Journal of Computer Applications

Year : 2012

Clause boundary identification for Tamil language using dependency parsing

Cite this Research Publication : A. M Kumar, Dhanalakshmi, V., Dhivya, R., and Dr. Soman K. P., “Clause Boundary Identification for Tamil Language using Dependency Parsing”, Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, vol. 62 LNICST, pp. 195-197, 2012.

Publisher : Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering

Year : 2012

Plug-ins for GNU Radio Companion

Cite this Research Publication : Shravan Sriram, Gunturi Srivasta, Gandhiraj R., and Dr. Soman K. P., “Plug-ins for GNU Radio Companion”, International Journal of Computer Applications, vol. 52, pp. 11–16, 2012.

Publisher : International Journal of Computer Applications

Year : 2012

Spectrum sensing using compressed sensing techniques for sparse multiband signals

Cite this Research Publication : Dr. Soman K. P., Avinash, P., and Gandhiraj, R., “Spectrum Sensing using Compressed Sensing Techniques for Sparse Multiband Signals”, International Journal of Scientific & Engineering Research, vol. 3, no. 5, pp. 1-5, 2012

Publisher : International Journal of Scientific Engineering Research

Year : 2012

G-Lets: Signal Processing Using Transformation Groups

Cite this Research Publication : Dr. Rajathilagam B., Dr. Murali Rangarajan, and Dr. Soman K. P., “G-Lets: Signal Processing Using Transformation Groups”, vol. arXiv:1201.2995v1, 2012.

Publisher : vol. arXiv:1201.2995v1

Year : 2012

A novel method for detecting R-peaks in electrocardiogram (ECG) signal

Cite this Research Publication : S. M Manikandan and Dr. Soman K. P., “A novel method for detecting R-peaks in electrocardiogram (ECG) signal”, Biomedical Signal Processing and Control, vol. 7, no. 2, pp. 118–128, 2012.

Publisher : Biomedical Signal Processing and Control

Year : 2012

Message Passing Algorithm: A Tutorial Review

Cite this Research Publication : K. Sunil, Dr. Soman K. P., and Jayaraj, P., “Message Passing Algorithm: A Tutorial Review”, International Organisation of Scientific Research, vol. 2, pp. 12-24, 2012.

Publisher : International Organisation of Scientific Research

Year : 2012

Enhancing Computational Thinking with Spreadsheet and Fractal Geometry: Part 1

Cite this Research Publication : Dr. Soman K. P., Sowmya, V., Krishnan, P., and V.G, M. Unni, “Enhancing Computational Thinking with Spreadsheet and Fractal Geometry: Part 1”, International Journal of Computer Applications, vol. 55, pp. 1-8, 2012.

Publisher : International Journal of Computer Applications

Year : 2012

Comparative Analysis of Structure and Texture based Image Inpainting Techniques

Cite this Research Publication : Dr. Padmavathi S. and Dr. Soman K. P., “Comparative Analysis of Structure and Texture based Image Inpainting Techniques”, International Journal of Electronics and Computer Science Engineering,(IJECSE) Volume, vol. 1, pp. 1062 - 1069, 2012.

Publisher : International Journal of Electronics and Computer Science Engineering,(IJECSE) Volume

Year : 2012

Hierarchical Approach for Total Variation Digital Image Inpainting

Cite this Research Publication : Dr. Padmavathi S., Archana, N., and Dr. Soman K. P., “Hierarchical Approach for Total Variation Digital Image Inpainting”, International Journal of Computer Science, Engineering and Applications (IJCSEA), vol. 2, no. 3, pp. 173 - 182, 2012.

Publisher : International Journal of Computer Science, Engineering and Applications (IJCSEA)

Year : 2012

A Hierarchical Search Space Refinement and filling for Exemplar based Image Inpainting

Cite this Research Publication : Dr. Padmavathi S. and Dr. Soman K. P., “A Hierarchical Search Space Refinement and filling for Exemplar based Image Inpainting”, International Journal of Computer Applications, vol. 52, pp. 31-37, 2012.

Publisher : International Journal of Computer Applications

Year : 2012

Hirarchical Digital Image Inpainting Using Wavelets

Cite this Research Publication : Dr. Padmavathi S., Priyalakshmi, B., and Dr. Soman K. P., “Hirarchical Digital Image Inpainting Using Wavelets”, Signal & Image Processing:An International Journal (SIPIJ), vol. 3, no. 4, pp. 85-93, 2012.

Publisher : Signal Image Processing:An International Journal (SIPIJ)

Year : 2012

Directional Total Variation Filtering Based Image Denoising Method

Cite this Research Publication : S Karthik, Hemanth VK, KP Soman, V Balaji, Sachin Kumar S, M Sabarimalai Manikandan, Directional Total Variation Filtering based Image Denoising Method, IJCSI International Journal of Computer Science Issues, Vol 9, pp 161-170, 2012

Publisher : IJCSI

Year : 2012

A Performance Study on Detection of Hypernasality in Children using MFCC, BFCC and various orders of GMM classifier

Cite this Research Publication : Nikitha G, Radhika, Sachin Kumar S, KP Soman, A Performance Study on Detection of Hypernasality in Children using MFCC, BFCC and various orders of GMM classifier, International Journal of Computer Science and Information Technology & Security, Vol 2, No 3, 2012

Publisher : International Journal of Computer Science and Information Technology Security

Year : 2012

Hindi Character Segmentation in Document Images using Level set Methods and Non-linear Diffusion

Cite this Research Publication : Manjusha K, Sachin Kumar S, Jolly R, KP Soman, Hindi Character Segmentation in Document Images using Level set Methods and Non-linear Diffusion, International Journal of Computer Applications , 44(16):42-49, 2012. 

Publisher : International Journal of Computer Applications 

Year : 2012

Euler Lagrange Based Solutions for Image Processing

Cite this Research Publication : A. Ashok, Dr. Soman K. P., M, V., U, S. K., and Sekhar, S., “Euler Lagrange Based Solutions for Image Processing”, International Journal of Applied Sciences and Engineering Research(IJASER), 2012.

Publisher : International Journal of Applied Sciences and Engineering Research(IJASER)

Year : 2012

Noise Cancellation Method for Robust Speech Recognition

Cite this Research Publication : S. K. U and Dr. Soman K. P., “Noise Cancellation Method for Robust Speech Recognition”, International Journal of Computer Applications (IJCA), 2012.

Publisher : International Journal of Computer Applications (IJCA)

Year : 2012

Effect of Pre-Processing on Historical Sanskrit Text Document

Cite this Research Publication : K. Sunil, Dr. Soman K. P., V, S. A., and Balakrishnan, K., “Effect of Pre-Processing on Historical Sanskrit Text Document”, International Journa of Engineering Research and Applications, vol. 2, pp. 1529-1534, 2012.

Publisher : International Journa of Engineering Research and Applications

Year : 2012

Performance Evaluation of Modified SVD based Image fusion

Cite this Research Publication : A. P. Kurian, Dr. Soman K. P., Kartha, M. M., Lakshmi Mohan, and Bijitha S. R., “Performance Evaluation of Modified SVD based Image fusion”, IJCA, 2012.

Publisher : IJCA

Year : 2012

Modified Wavelet image fusion based on OSVD

Cite this Research Publication : Dr. Soman K. P., Kurian, A. P., Kartha, M. M., and Lakshmi Mohan, “Modified Wavelet image fusion based on OSVD”, IJERT, 2012.

Publisher : IJERT

Year : 2012

An Efficient algorithm for the segmentation of Astronomical images

Cite this Research Publication : G. Xavier, Dr. Soman K. P., TVN, D., and Philip, T. Erlin, “An Efficient algorithm for the segmentation of Astronomical images”, IVSRJCE, 2012.

Publisher : IVSRJCE

Year : 2012

Two Stage Wavelet based Image Denoising

Cite this Research Publication : G. Abraham, Dr. Soman K. P., Prasannan, N., S, S., and Dr. Neethu Mohan, “Two Stage Wavelet based Image Denoising”, International Journal of Computer Applications, vol. 56, no. 14, 2012.

Publisher : International Journal of Computer Applications

Year : 2012

Enhancing Computational Thinking with Spreadsheet and Fractal Geometry: Part 4 Plant Growth modeling and Space Filling Curves

Cite this Research Publication : Dr. Soman K. P., Sowmya, V., Krishnan, P., and V.G, M. Unni, “Enhancing Computational Thinking with Spreadsheet and Fractal Geometry: Part 4 Plant Growth modeling and Space Filling Curves”, International Journal of Computer Applications, vol. 55, pp. 24-29, 2012.

Publisher : International Journal of Computer Applications

Year : 2012

Speech Enhancement based on Savitzky-Golay Smoothing Filter

Cite this Research Publication : Shajeesh KU, Sachin Kumar S, Pravena D, KP Soman, Speech Enhancement based on Savitzky-Golay Smoothing Filter, International Journal of Computer Applications 57(21):39-44, 2012

Publisher : International Journal of Computer Applications

Year : 2012

A Two Stage Algorithm for DenoisingofSpeech Signal

Cite this Research Publication : Shajeesh KU, Sachin Kumar S, KP Soman, A Two Stage Algorithm for Denoising of Speech Signal, IOSR Journal of Computer Engineering, Vol 8, pp 48-53, 2012

Publisher : IOSR

Year : 2012

Design of Circular Polarized Microstrip Patch Antenna for L band

Cite this Research Publication : J. Rajendran, K. P. Soman, and Peter, R., “Design of Circular Polarized Microstrip Patch Antenna for L band”, International Journal of Electronics Signals and Systems, vol. 1, no. 3, pp. 47-50, 2012.

Publisher : International Journal of Electronics Signals and Systems

Year : 2012

Level Set Methodology for Tamil Document Image Binarization and Segmentation

Cite this Research Publication : S. Karthik, .V.K, H., ,, and Dr. Soman K. P., “Level Set Methodology for Tamil Document Image Binarization and Segmentation”, Int. Journal of Computer Applications(IJCA), vol. 39, no. 9, 2012.

Publisher : IJCA

Year : 2011

Corpus Driven Malayalam Text-to-Speech Synthesis for Interactive Voice Response System

Cite this Research Publication : Arun S, Sachin Kumar S, Hemanth VK, M Sabarimalai Manikandan, KP Soman, Corpus Driven Malayalam Text-to-Speech Synthesis for Interactive Voice Response System, International Journal of Computer Applications, Vol 29, No 4, 2011

Publisher : International Journal of Computer Applications

Year : 2011

A Simplified Approach to Word Alignment Algorithm for English-Tamil Translation

Cite this Research Publication : Harshawardhan, Augustine, M., and Dr. Soman K. P., “A Simplified Approach to Word Alignment Algorithm for English-Tamil Translation”, vol. 2, 2011.

Publisher : Volume 2

Year : 2011

Understanding Theory Behind Compressed Sensing

Cite this Research Publication : Dr. Soman K. P. and Narayanankutty, K. A., “Understanding Theory Behind Compressed Sensing”, Int. J. Sensing, Computing & Control, vol. 1, pp. 80-91, 2011.

Publisher : Int. J. Sensing, Computing & Control

Year : 2011

An Approach to Handle Idioms and Phrasal Verbs in EnglishTamil Machine Translation System

Cite this Research Publication : T. G, Kumar, M., Dhanalakshmi, V., and Dr. Soman K. P., “An Approach to Handle Idioms and Phrasal Verbs in EnglishTamil Machine Translation System”, International Journal of Computer Applications, vol. 26, 2011.

Publisher : International Journal of Computer Applications

Year : 2011

DATA DRIVEN SUFFIX LIST AND CONCATENATION ALGORITHM FOR TELUGU MORPHOLOGICAL GENERATOR.

Cite this Research Publication : S. R Narayanan and Dr. Soman K. P., “DATA DRIVEN SUFFIX LIST AND CONCATENATION ALGORITHM FOR TELUGU MORPHOLOGICAL GENERATOR.”, International Journal of Engineering Science & Technology, vol. 3, 2011.

Publisher : International Journal of Engineering Science Technology

Year : 2011

A Rule based Kannada Morphological Analyzer and Generator using Finite State Transducer

Cite this Research Publication : A. P. J and Dr. Soman K. P., “A Rule based Kannada Morphological Analyzer and Generator using Finite State Transducer”, International Journal of Computer Applications , vol. 27, no. 10, pp. 45-52, 2011.

Publisher : International Journal of Computer Applications

Year : 2011

Parts Of Speech Tagging for Indian Languages: A Literature Survey

Cite this Research Publication : Dr. Soman K. P. and J, A. P., “Parts Of Speech Tagging for Indian Languages: A Literature Survey”, International Journal of Computer Applications , vol. 34, no. 8, pp. 0975-8887, 2011.

Publisher : International Journal of Computer Applications

Year : 2011

Feature Selection in top-down visual attention model

Cite this Research Publication : K. P. Soman and Amudha J., “Feature Selection in top-down visual attention model”, International Journal of Computer application, vol. 24, pp. 38–43, 2011.

Publisher : International Journal of Computer application

Year : 2011

An Efficient R-peak Detection Based on New Nonlinear Transformation and First-Order Gaussian Differentiator

Cite this Research Publication : P. Kathirvel, Manikandan, M. S., Prasanna, S. R. M., and Dr. Soman K. P., “An Efficient R-peak Detection Based on New Nonlinear Transformation and First-Order Gaussian Differentiator”, Cardiovascular Engineering and Technology, vol. 2, pp. 408-425, 2011.

Publisher : Cardiovascular Engineering and Technology

Year : 2011

Feature Selection in Top-Down Visual Attention Model using WEKA.

Cite this Research Publication : Amudha J., Soman, K. P., and Kiran, Y., “Feature Selection in Top Down Visual Attention Model with WEKA”, International Journal of Computer Applications, vol. 24, pp. 38–43, 2011.

Publisher : International Journal of Computer Applications

Year : 2011

A Knowledge Driven Computational Visual Attention Model

Cite this Research Publication : J. Amudha, Dr. Soman K. P., and S Reddy, P., “A Knowledge Driven Computational Visual Attention Model”, International Journal of Computer Science Issues, vol. 8, no. 3, 2011.

Publisher : Citeseer

Year : 2011

Phrase based English–Tamil Translation System by Concept Labeling using Translation Memory

Cite this Research Publication : R. Harshawardhan, Augustine, M. Sara, and Dr. Soman K. P., “Phrase based English–Tamil Translation System by Concept Labeling using Translation Memory”, International Journal of Computer Applications (0975–8887), vol. 20, 2011.

Publisher : Citeseer

Year : 2011

Automated Referee Whistle Sound Detection for Extraction of Highlights from Sports Video

Cite this Research Publication : P. Kathirvel, M Manikandan, S., and Dr. Soman K. P., “Automated Referee Whistle Sound Detection for Extraction of Highlights from Sports Video”, International Journal of Computer Applications, vol. 12, pp. 0975–8887, 2011.

Publisher : Citeseer

Year : 2011

Multi-User Spectrum Sensing based on Multi-Taper Method for Cognitive Environments

Cite this Research Publication : S. S. Prasad, Gandhiraj R., and Dr. Soman K. P., “Multi-User Spectrum Sensing based on Multi-Taper Method for Cognitive Environments”, International Journal of Computer Applications (IJCA), vol. 22, no. 9, pp. 2613–1093, 2011.

Publisher : Citeseer

Year : 2011

Rule based Sentence Simplification for English to Tamil Machine Translation System

Cite this Research Publication : P. C, V, D., M, Akumar, and Dr. Soman K. P., “Rule based Sentence Simplification for English to Tamil Machine Translation System”, International Journal of Computer Applications, vol. 25, pp. 38-42, 2011.

Publisher : IJCA

Year : 2011

An Approach to handle Idioms and Phrasal verbs in English to Tamil Machine Translation System

Cite this Research Publication : , M. Kumar, A., Dhanalakshmi, V., and Soman, K. P., “An Approach to handle Idioms and Phrasal verbs in English to Tamil Machine Translation System”, International Journal of Computer Applications(IJCA) (Impact Factor-0.835) Foundation of Computer Science, 2011.

Publisher : IJCA

Year : 2011

Machine Transliteration for Indian Languages: A Literature Survey

Cite this Research Publication : Dr. Soman K. P. and J, A. P., “Machine Transliteration for Indian Languages: A Literature Survey”, International Journal of Scientific & Engineering Research, IJSER, 2011.

Publisher : International Journal of Scientific & Engineering Research, IJSER

Year : 2011

Feature Selection in Top Down Visual Attention Model with WEKA

Cite this Research Publication : J. Amudha, Soman, K. P., and Kiran, Y., “Feature Selection in Top Down Visual Attention Model with WEKA”, International Journal of Computer Applications, vol. 24, pp. 38–43, 2011.

Publisher : International Journal of Computer Applications

Year : 2010

Penn Treebank-Based Syntactic Parsers for South Dravidian Languages using a Machine Learning Approach

Cite this Research Publication : Dr. Soman K. P., J, A. P., and Warrier, N. J., “Penn Treebank-Based Syntactic Parsers for South Dravidian Languages using a Machine Learning Approach”, International Journal of Computer Applications, vol. 7, 2010.

Publisher : International Journal of Computer Applications

Year : 2010

English to Tamil Transliteration using One Class Support Vector Machine

Cite this Research Publication : M. S. Vijaya, Shivapratap, G., and Dr. Soman K. P., “English to Tamil Transliteration using One Class Support Vector Machine”, International Journal of Applied Engineering Research, vol. 5, no. 4, pp. 641-652, 2010.

Publisher : International Journal of Applied Engineering Research

Year : 2010

Implementation and Comparative Study of Image Fusion Algorithms

Cite this Research Publication : Shivsubramani Krishnamoorthy and K P Soman. “Implementation and Comparative Study of Image Fusion Algorithms”. International Journal of Computer Applications, Vol: 9(2) pages2535, November 2010. – Selected as editor’s choice

Publisher : International Journal of Computer Applications

Year : 2010

A Simple Approach to Clustering in Excel

Cite this Research Publication : Dr. Soman K. P., H, A., and Rajgopal, C., “A Simple Approach to Clustering in Excel”, International Journal of Computer Applications (0975 – 8887), vol. 11, 2010.

Publisher : International Journal of Computer Applications

Year : 2010

A Novel Approach for English to South Dravidian Language Statistical Machine Translation System

Cite this Research Publication : Dr. Soman K. P., P, U., and J, A. P., “A Novel Approach for English to South Dravidian Language Statistical Machine Translation System ”, (IJCSE) International Journal on Computer Science and Engineering , vol. 2, 2010.

Publisher : IJCSE

Year : 2010

Spline Biorthogonal Wavelet Design

Cite this Research Publication : T. Arathi, Soman, K. P., and Parameshwaran, L., “Spline Biorthogonal Wavelet Design”, Proceedings of International Conference on Advances in Information and Communication Technologies, Communications in Computer and Information Science, vol. 101, pp. 672-674, 2010.

Publisher : Proceedings of International Conference on Advances in Information and Communication Technologies, Communications in Computer and Information Science

Year : 2010

A sequence labeling approach to morphological analyzer for Tamil language

Cite this Research Publication : A. M Kumar, Dhanalakshmi, V., Dr. Soman K. P., and Rajendran, S., “A sequence labeling approach to morphological analyzer for Tamil language”, IJCSE) International Journal on Computer Science and Engineering, vol. 2, pp. 1944–195, 2010.

Publisher : Citeseer

Year : 2010

Robust Heart Sound Activity Detection in Noisy Environments

Cite this Research Publication : S. M Manikandan and Dr. Soman K. P., “Robust Heart Sound Activity Detection in Noisy Environments”, Electronics letters, vol. 46, pp. 1100–1102, 2010.

Publisher : Electronics letters

Year : 2010

Paradigm based morphological analyzer for kannada language using machine learning approach

Cite this Research Publication : P. J. Antony, Dr. M. Anand Kumar, and Dr. Soman K. P., “Paradigm based morphological analyzer for kannada language using machine learning approach”, International journal on-Advances in Computer Science and Technology (ACST), ISSN 0973-6107, vol. 3, pp. 457–481, 2010.

Publisher : International journal on-Advances in Computer Science and Technology (ACST)

Year : 2010

A Paradigm based Morphological Analyzer for English to Kannada Using a Machine Learning Approach.

Cite this Research Publication : P. J. Antony, M Kumar, A., and Dr. Soman K. P., “A Paradigm based Morphological Analyzer for English to Kannada Using a Machine Learning Approach.”, Advances in Computational Sciences & Technology, Research India Publication(RIP), vol. 3, 2010.

Publisher : Research India Publication

Year : 2010

A Novel Methodology for Designing Linear Phase IIR Filters

Cite this Research Publication : Dr. Ramanathan R. and Dr. Soman K. P., “A Novel Methodology for Designing Linear Phase IIR Filters”, Aceee International Journal on Communication, vol. 1, 2010.

Publisher : Aceee International Journal on Communication

Year : 2010

A Novel Data Driven Algorithm for Tamil Morphological Generator

Cite this Research Publication : A. M Kumar, Rekha, R. U., Dr. Soman K. P., Rajendran, S., and Dhanalakshmi, V., “A Novel Data Driven Algorithm for Tamil Morphological Generator”, International Journal of Computer Applications, vol. 6, pp. 52–56, 2010.

Publisher : Foundation of Computer Science

Year : 2010

Natural Language processing Tools for Tamil grammar Learning and Teaching

Cite this Research Publication : V. Dhanalakshmi, Rajendran, S., M Kumar, A., and Dr. Soman K. P., “Natural Language processing Tools for Tamil grammar Learning and Teaching”, International journal of Computer Applications (0975-8887), vol. 8, 2010.

Publisher : International journal of Computer Applications

Year : 2009

A SVM based approach to Telugu Parts Of Speech Tagging using SVMTool

Cite this Research Publication : G. Binulal, Goud, P., and Dr. Soman K. P., “A SVM based approach to Telugu Parts Of Speech Tagging using SVMTool”, INFORMATION PAPER International Journal of Recent Trends in Engineering, vol. 1, 2009.

Publisher : INFORMATION PAPER International Journal of Recent Trends in Engineering

Year : 2009

English to Malayalam Transliteration Using Sequence Labeling Approach

Cite this Research Publication : S. Sasidharan, Loganathan, R., and Dr. Soman K. P., “English to Malayalam Transliteration Using Sequence Labeling Approach”, International Journal of Recent Trends in Engineering, vol. 1, 2009.

Publisher : International Journal of Recent Trends in Engineering

Year : 2009

Simplified Method of Designing Daubechies Wavelets in Class Room

Cite this Research Publication : A. P Goud, G Binulal, S., and Dr. Soman K. P., “Simplified Method of Designing Daubechies Wavelets in Class Room”, 1, no. 4, pp. 52-54, 2009.

Publisher : 1, Issue 4, p.52-54

Year : 2009

An Effective Scheme for Generating Irrevocable Cryptographic Key from Cancelable Fingerprint Templates

Cite this Research Publication : N. Lalithamani and Dr. Soman K. P., “An Effective Scheme for Generating Irrevocable Cryptographic Key from Cancelable Fingerprint Templates”, Int. J. Comput. Sci. Netw. Secur, vol. 9, no. 3, pp. 183-193, 2009.

Publisher : Int. J. Comput. Sci. Netw. Secur

Year : 2009

Computational Morphology and Natural Language Parsing for Indian Languages: A Literature Survey

Cite this Research Publication : Dr. Soman K. P. and J, A. P., “Computational Morphology and Natural Language Parsing for Indian Languages: A Literature Survey ”, International Journal of Scientific and Engineering Research 3 , 2009.

Publisher : International Journal of Scientific and Engineering Research 3

Year : 2009

English to Tamil Transliteration using WEKA

Cite this Research Publication : Dr. Soman K. P., MS, V., VP, A., and G, S., “English to Tamil Transliteration using WEKA”, International Journal of Recent Trends in Engineering, vol. 1, no. 1, p. 498, 2009.

Publisher : International Journal of Recent Trends in Engineering

Year : 2009

Irrevocable cryptographic key generation from cancelable fingerprint templates: An enhanced and effective scheme

Cite this Research Publication : N. Lalithamani and Dr. Soman K. P., “Irrevocable Cryptographic Key Generation from Cancelable Fingerprint Templates: An Enhanced and Effective Scheme”, European Journal of Scientific Research, 2009.

Publisher : European Journal of Scientific Research

Year : 2009

Tamil POS tagging using Linear Programming

Cite this Research Publication : V. Dhanalakshmi, Shivapratap, G., Dr. Soman K. P., Rajendran, S., and M Kumar, A., “Tamil POS tagging using Linear Programming”, International Journal of Recent Trends in Engineering, vol. 1, 2009.

Publisher : Citeseer

Year : 2009

Selective tuning visual attention model

Cite this Research Publication : Amudha J. and Dr. Soman K. P., “Selective tuning visual attention model”, International Journal of Recent Trends in Engineering, vol. 2, pp. 117–119, 2009.

Publisher : International Journal of Recent Trends in Engineering

Year : 2009

Saliency based visual tracking of vehicle

Cite this Research Publication : J. Amudha and Dr. Soman K. P., “Saliency based visual tracking of vehicle”, International Journal of Recent Trends in Engineering, vol. 2, no. 2, p. 114, 2009.

Publisher : International Journal of Recent Trends in Engineering

Year : 2008

English to Tamil Transliteration using Sequence Labeling Approach

Cite this Research Publication : M. S. Vijaya, Loganathan, R., Shivapratap, G., Ajith, V. P., and Dr. Soman K. P., “English to Tamil Transliteration using Sequence Labeling Approach”, International Conference on Asian Language Processing, Thailand, 2008.

Publisher : International Conference on Asian Language Processing

Year : 2007

Multiclass Hierarchical SVM for Recognition of Printed Tamil Characters

Cite this Research Publication : S. K, R, L., CJ, S., V, A., and Dr. Soman K. P., “Multiclass Hierarchical SVM for Recognition of Printed Tamil Characters ”, 2007.

Publisher : (2007)

Year : 2006

Insight in to wavelets

Cite this Research Publication : Dr. Soman K. P. and Ramachandran, K. I., “Insight in to wavelets”, Printice-Hall, India, 2006.

Publisher : Printice-Hall, India

Year : 1995

Event tree analysis of a power system using Bayesian and fuzzy set approach

Cite this Research Publication : S. Patra, Dr. Soman K. P., and Misra, R. B., “Event tree analysis of a power system using Bayesian and fuzzy set approach”, JOURNAL-INSTITUTION OF ENGINEERS INDIA PART ET ELECTRONICS AND TELECOMMUNICATIONS ENGINEERING DIVISION, pp. 11-18, 1995.

Publisher : JOURNAL-INSTITUTION OF ENGINEERS INDIA PART ET ELECTRONICS AND TELECOMMUNICATIONS ENGINEERING DIVISION

Year : 1994

Bayesian sequential estimation of two parameters of a Weibull distribution

Cite this Research Publication : Dr. Soman K. P. and Misra, K. B., “Bayesian sequential estimation of two parameters of a Weibull distribution”, Microelectronics Reliability, vol. 34, pp. 509 - 519, 1994.

Publisher : Microelectronics Reliability

Year : 1993

A simple method for generating K-trees of a network

Cite this Research Publication : D. Rath and Dr. Soman K. P., “A simple method for generating K-trees of a network”, Microelectronics Reliability, vol. 33, pp. 1241 - 1244, 1993.

Publisher : Microelectronics Reliability

Year : 1993

Fuzzy Fault Tree Analysis using Resolution Identity

Cite this Research Publication : K. B. Misra and Dr. Soman K. P., “Fuzzy Fault Tree Analysis using Resolution Identity”, J Fuzzy Math, vol. 1, pp. 193-212, 1993.

Publisher : J Fuzzy Math

Year : 1993

On Bayesian Estimation of System Reliability

Cite this Research Publication : Dr. Soman K. P. and Misra, K. B., “On Bayesian Estimation of System Reliability”, Microelectronics Reliability, vol. 33, pp. 1455 - 1459, 1993.

Publisher : Microelectronics Reliability

Year : 1992

Moments of order statistics using the orthogonal inverse expansion method and its application in reliability

Cite this Research Publication : Dr. Soman K. P. and Misra, K. B., “Moments of order statistics using the orthogonal inverse expansion method and its application in reliability”, Microelectronics Reliability, vol. 32, pp. 469 - 473, 1992.

Publisher : Microelectronics Reliability

Year : 1992

A Least Square Estimation of Three Parameters of a Weibull Distribution

Cite this Research Publication : Dr. Soman K. P. and Misra, K. B., “A Least Square Estimation of Three Parameters of a Weibull Distribution”, Microelectronics Reliability, vol. 32, pp. 303 - 305, 1992.

Publisher : Microelectronics Reliability

Conference Paper

Year : 2022

Oil Spill Detection from Images using Deep Learning

Cite this Research Publication : Vignesh Gopinath, Sachin Kumar S, Neethu Mohan, K P Soman, Oil Spill Detection from Images using Deep Learning, ADSC 2022 (Accepted)

Publisher : ADSC

Year : 2022

Meme-Text Analysis: Identifying Sentiment of Memes

Cite this Research Publication : P Aditya Krishna Rohith, Sachin Kumar S, K P Soman, Meme-Text Analysis: Identifying Sentiment of Memes, ADSC, 2022 (Accepted)

Publisher : ADSC

Year : 2022

Data-Driven Volatile Cryptocurrency Price Forecasting via Variational Mode Decomposition and Bi-LSTM

Cite this Research Publication : Rohith Ramakrishnan, Anirudh Vadakedath, Anirudh Bhaskar, Sachin Kumar S, and KP Soman, Data-Driven Volatile Cryptocurrency Price Forecasting via Variational Mode Decomposition and Bi-LSTM, ICICC, 2022 (Accepted, presented)

Publisher : ICICC

Year : 2022

Biological Sequence Classification using Deep Learning Architecture

Cite this Research Publication : Arrun Sivasubramanian, Prashanth VR, Sachin Kumar S, Soman KP, Biological Sequence Classification using Deep Learning Architectures, ICICC, 2022(Accepted, presented)

Publisher : ICICC

Year : 2021

Deep Learning Based Emotion Classification of Hindi Text from Social Media

Cite this Research Publication : Sruthi S Kumar, Sachin Kumar S, Soman K P, Deep Learning Based Emotion Classification of Hindi Text from Social Media, MISP 2021 (Accepted, Scopus)

Year : 2021

Deep Learning Based Topic Categorization of Tamil Social Media Text Content

Cite this Research Publication : Geerthana Anusha M, Sachin Kumar S, and K.P.Soman, Deep Learning Based Topic Categorization of Tamil Social Media Text Content, MISP 2021 (Accepted, Scopus)

Publisher : MISP

Year : 2021

Deep Learning based NLP Embedding Approach for Biosequence Classification

Cite this Research Publication : Shamika Ganesan, Sachin Kumar S and Soman KP, Deep Learning based NLP Embedding Approach for Biosequence Classification, MIKE 2021 (Accepted, Scopus)

Year : 2021

Multilingual Speech Recognition for Indian Languages

Cite this Research Publication : Priyamvada R, Sachin Kumar S, Bharathi Ganesh HB, Soman KP, Multilingual Speech Recognition for Indian Languages, MISP 2021 (Accepted, Scopus)

Publisher : MISP

Year : 2021

Biological Sequence Embedding Based Classification for MERS and SARS

Cite this Research Publication : Ganesan, S., Sachin Kumar, S., Soman, K.P. (2021). Biological Sequence Embedding Based Classification for MERS and SARS. In: Singh, M., Tyagi, V., Gupta, P.K., Flusser, J., Ören, T., Sonawane, V.R. (eds) Advances in Computing and Data Sciences. ICACDS 2021. Communications in Computer and Information Science, vol 1440. Springer, Cham

Publisher : Springer

Year : 2021

Hate Speech Detection from Code-mixed Indian Language Using Markov Chains.

Cite this Research Publication : Sreelakshmi K, Premjith B, Gopalakrishnan E A, Soman K P. Hate Speech Detection from Code-mixed Indian Language Using Markov Chains. In Proceedings of the 5th
International Conference on Intelligent Computing and Communication (ICICC-2021).

Publisher : ICICC-2021

Year : 2021

Identifying Oil Pads in High Spatial Resolution Aerial Images Using Faster R-Cnn

Cite this Research Publication : Aswin Sunil, Sajith Variyar V. V., Sowmya V., Ramesh Sivanpillai, and Dr. Soman K. P., “Identifying Oil Pads in High Spatial Resolution Aerial Images Using Faster R-Cnn”, in ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2021.

Publisher : ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences

Year : 2021

Analysis of Four Generator Architectures of C-Gan, Loss Function, and Annotation Method for Epiphyte Identification

Cite this Research Publication : Sajith Variyar V. V., Aswin Sunil, Sowmya V., Dr. Soman K. P., Ramesh Sivanpillai, and Greg Brown, “Analysis of Four Generator Architectures of C-Gan, Loss Function, and Annotation Method for Epiphyte Identification”, in International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2021.

Publisher : Remote Sensing and Spatial Information Sciences

Year : 2021

Amrita_CEN_NLP@DravidianLangTech-EACL2021: Deep Learning-based Offensive Language Identification in Malayalam, Tamil and Kannada

Cite this Research Publication : Sreelakshmi K, Premjith B, Soman KP, “Amrita_CEN_NLP@DravidianLangTech-EACL2021: Deep Learning-based Offensive Language Identification in Malayalam, Tamil and Kannada” in Proceedings of the First Workshop on Speech and Language Technologies for Dravidian Languages.

Publisher : Proceedings of the First Workshop on Speech and Language Technologies for Dravidian Languages

Year : 2021

Impact of Dimension Reduced Spectral Features on Open Set Domain Adaptation for Hyperspectral Image Classification

Cite this Research Publication : K. C. S., Sowmya, V., and Dr. Soman K. P., “Impact of Dimension Reduced Spectral Features on Open Set Domain Adaptation for Hyperspectral Image Classification”, in Evolution in Computational Intelligence, Singapore, 2021.

Publisher : Springer Singapore

Year : 2021

Performance Improvement of Deep Residual Skip Convolution Neural Network for Atrial Fibrillation Classification

Cite this Research Publication : S. K., Sowmya, V., Gopalakrishnan, E. A., and Dr. Soman K. P., “Performance Improvement of Deep Residual Skip Convolution Neural Network for Atrial Fibrillation Classification”, in Evolution in Computational Intelligence, Singapore, 2021.

Publisher : Springer Singapore

Year : 2021

Analysis of Contextual and Non-contextual Word Embedding Models for Hindi NER with Web Application for Data Collection

Cite this Research Publication : Aindriya Barua, Thara Sasidharan, B. Premjith, and Dr. Soman K. P., “Analysis of Contextual and Non-contextual Word Embedding Models for Hindi NER with Web Application for Data Collection”, in Advanced Computing, 2021, pp. 183-202.

Publisher : Advanced Computing

Year : 2021

Robust Malware Detection using Residual Attention Network

Cite this Research Publication : Shamika Ganesan, R. Vinayakumar, Moez Krichen, Sowmya V., Roobaea Alroobaea, and Dr. Soman K. P., “Robust Malware Detection using Residual Attention Network”, in Digest of Technical Papers - IEEE International Conference on Consumer Electronics, 2021, pp. 1-6.

Publisher : IEEE

Year : 2021

Noise Reduction of ECG using Chebyshev filter and Classification using Machine Learning Algorithms

Cite this Research Publication : B. M. Prakash, V, S., A, G. E., and Dr. Soman K. P., “Noise Reduction of ECG using Chebyshev filter and Classification using Machine Learning Algorithms”, in 2021 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS), Greater Noida, India, 2021.

Publisher : IEEE

Year : 2021

Aspect-Based Sentiment Analysis in Hindi: Comparison of Machine/Deep Learning Algorithms

Cite this Research Publication : Aparna T., Simran Ketha, B. Premjith, and Dr. Soman K. P., “Aspect-Based Sentiment Analysis in Hindi: Comparison of Machine/Deep Learning Algorithms”, in Lecture Notes in Networks and Systems, 2021.

Publisher : Lecture Notes in Networks and Systems

Year : 2020

Dynamic Modes based Feature with Random Mapping for Sentiment Analysis

Cite this Research Publication : Sachin Kumar S, M Anand Kumar, KP Soman, Prabaharan P, Dynamic Modes based Feature with Random Mapping for Sentiment Analysis, Intelligent Systems, Technologies and Applications (ISTA), Springer, Vol 910, pp 1-15, 2020 (Scopus)

Publisher : Springer

Year : 2020

Group Sparsity Assisted Synchrosqueezing Approach for Phonocardiogram Signal Denoising

Cite this Research Publication : Mohan, Neethu, Kumar, S., & Soman, K. (2020). Group sparsity assisted synchrosqueezing approach for phonocardiogram signal denoising. In 2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT) (pp. 1–5). IEEE.

Publisher : IEEE

Year : 2020

Dynamic Mode-Based Feature with Random Mapping for Sentiment Analysis

Cite this Research Publication : S. S. Kumar, M. Kumar, A., Dr. Soman K. P., and Poornachandran, P., “Dynamic Mode-Based Feature with Random Mapping for Sentiment Analysis”, in Intelligent Systems, Technologies and Applications, Singapore, 2020.

Publisher : Springer Singapore

Year : 2020

Investigating the Significance of Dynamic Mode Decomposition for Fast and Accurate Parameter Estimation in Power Grids

Cite this Research Publication : Kumar, K. S., Krishna, U. V., Mohan, Neethu, Sowmya, V., Soman, K. et al. (2020). Investigating the significance of dynamic mode decomposition for fast and accurate parameter estimation in power grids. In 2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT) (pp. 1–5). IEEE.

Publisher : IEEE

Year : 2020

Deep Learning Based Frameworks for Handling Imbalance in DGA, Email, and URL Data Analysis

Cite this Research Publication : S. Ketha, Balakrishna, P., Ravi, V., and Dr. Soman K. P., “Deep Learning Based Frameworks for Handling Imbalance in DGA, Email, and URL Data Analysis”, in Communications in Computer and Information Science, 2020.

Publisher : Communications in Computer and Information Science

Year : 2020

Deep Learning Based Approach for Multiple Myeloma Detection

Cite this Research Publication : M. T. Vyshnav, Sowmya, V., Gopalakrishnan, E. A., V.V., S. Variyar, Menon, V. Krishna, and Dr. Soman K. P., “Deep Learning Based Approach for Multiple Myeloma Detection”, in 2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT), Kharagpur, India, 2020.

Publisher : IEEE

Year : 2020

In-Vehicle Occupancy Detection And Classification Using Machine Learning

Cite this Research Publication : M. Vamsi and Dr. Soman K. P., “In-Vehicle Occupancy Detection And Classification Using Machine Learning”, in 2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT), Kharagpur, India, 2020.

Publisher : IEE

Year : 2020

Network Flow based IoT Botnet Attack Detection using Deep Learning

Cite this Research Publication : S. Sriram, Vinayakumar, R., Alazab, M., and Dr. Soman K. P., “Network Flow based IoT Botnet Attack Detection using Deep Learning”, in IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), Toronto, ON, Canada, 2020.

Publisher : IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), IEEE

Year : 2020

Analysis of Adversarial based Augmentation for Diabetic Retinopathy Disease Grading

Cite this Research Publication : R. Balasubramanian, Vishvanathan, S., Gopalakrishnan, E. A., Menon, V., V, S. V., and Dr. Soman K. P., “Analysis of Adversarial based Augmentation for Diabetic Retinopathy Disease Grading”, in 2020 11th International Conference on Computing, Communication and Networking Technologies, 2020.

Publisher : 2020 11th International Conference on Computing, Communication and Networking Technologies

Year : 2020

DCNN-IDS: Deep Convolutional Neural Network Based Intrusion Detection System

Cite this Research Publication : S. Sriram, Shashank, A., Vinayakumar, R., and Dr. Soman K. P., “DCNN-IDS: Deep Convolutional Neural Network Based Intrusion Detection System”, in Computational Intelligence, Cyber Security and Computational Models. Models and Techniques for Intelligent Systems and Automation, Singapore, 2020.

Publisher : Springer Singapore

Year : 2020

Overview of the track on HASOC-Offensive Language Identification-DravidianCodeMix

Cite this Research Publication : B. Raja Chakravarthi, Anand Kumar M., John P. McCrae, B. Premjith, Dr. Soman K. P., and Mandl T., “Overview of the track on HASOC-Offensive Language Identification-DravidianCodeMix”, in FIRE, 2020.

Publisher : FIRE

Year : 2020

Facial Emotion Recognition Using Shallow CNN

Cite this Research Publication : T. K. Sachin Saj, Babu, S., Reddy, V. Kiran, Gopika, P., Sowmya, V., and Dr. Soman K. P., “Facial Emotion Recognition Using Shallow CNN”, in Machine Learning and Metaheuristics Algorithms, and Applications, Singapore, 2020.

Publisher : Springer Singapore

Year : 2020

Towards identifying most important leads for ECG classification. A Data driven approach employing Deep Learning

Cite this Research Publication : S. VG and Dr. Soman K. P., “Towards identifying most important leads for ECG classification. A Data driven approach employing Deep Learning”, in Procedia Computer Science, 2020.

Publisher : Procedia Computer Science

Year : 2020

Cost-Sensitive Long Short-Term Memory for Imbalanced DGA Family Categorization

Cite this Research Publication : M. Harun R. Babu, Vinayakumar, R., and Dr. Soman K. P., “Cost-Sensitive Long Short-Term Memory for Imbalanced DGA Family Categorization”, in Advances in Electrical and Computer Technologies, Singapore, 2020.

Publisher : Springer Singapore

Year : 2020

Deep Learning Approach for Enhanced Cyber Threat Indicators in Twitter Stream

Cite this Research Publication : K. Simran, Balakrishna, P., Vinayakumar, R., and Dr. Soman K. P., “Deep Learning Approach for Enhanced Cyber Threat Indicators in Twitter Stream”, in Security in Computing and Communications, Singapore, 2020.

Publisher : Springer Singapore

Year : 2020

DeepTrackNet: Camera Based End to End Deep Learning Framework for Real Time Detection, Localization and Tracking for Autonomous Vehicles

Cite this Research Publication : D. Amara, Karthika, R., and Dr. Soman K. P., “DeepTrackNet: Camera Based End to End Deep Learning Framework for Real Time Detection, Localization and Tracking for Autonomous Vehicles”, in Advances in Intelligent Systems and Computing, 2020.

Publisher : Advances in Intelligent Systems and Computing

Year : 2020

Intrinsic Evaluation for English–Tamil Bilingual Word Embeddings: Proceedings of ISTA 2018

Cite this Research Publication : S. Jp, Menon, V., Sankaravelayuthan, R., Dr. Soman K. P., and Kumar, M., “Intrinsic Evaluation for English–Tamil Bilingual Word Embeddings: Proceedings of ISTA 2018”, in Advances in Intelligent Systems and Computing, 2020.

Publisher : Advances in Intelligent Systems and Computing

Year : 2020

Real-Time Speed Bump Detection Using Image Segmentation for Autonomous Vehicles

Cite this Research Publication : J. Arunpriyan, Variyar, V. V. Sajith, Dr. Soman K. P., and Adarsh, S., “Real-Time Speed Bump Detection Using Image Segmentation for Autonomous Vehicles”, in Intelligent Computing, Information and Control Systems, Cham, 2020.

Publisher : Springer International Publishing, Cham

Year : 2020

Towards Evaluating the Robustness of Deep Intrusion Detection Models in Adversarial Environment

Cite this Research Publication : S. Srinivasan, Ketha, S., Ravi, V., Soman, A., and Dr. Soman K. P., “Towards Evaluating the Robustness of Deep Intrusion Detection Models in Adversarial Environment”, in Communications in Computer and Information Science, 2020.

Publisher : Communications in Computer and Information Science

Year : 2020

cEnTam: Creation and Validation of a New English-Tamil Bilingual Corpus

Cite this Research Publication : Sanjanasri J.P., B. Premjith, Vijay Krishna Menon, K. P. Soman, “cEnTam: Creation and Validation of a New English-Tamil Bilingual Corpus”, BUCC@LREC 2020, pp. 61-64

Publisher : BUCC@LREC 2020

Year : 2020

Amrita_CEN_NLP @ WOSP 3C Citation Context Classification Task

Cite this Research Publication : B. Premjith and Dr. Soman K. P., “Amrita_CEN_NLP @ WOSP 3C Citation Context Classification Task”, in Proceedings of the 8th International Workshop on Mining Scientific Publications, Wuhan, China, 2020.

Publisher : Proceedings of the 8th International Workshop on Mining Scientific Publications, Association for Computational Linguistics

Year : 2020

Temperature forecasting using Dynamic Mode Decomposition

Cite this Research Publication : A. S, Geetha P., and Dr. Soman K. P., “Temperature forecasting using Dynamic Mode Decomposition”, in 2020 3rd International Conference on Intelligent Sustainable Systems (ICISS), 2020.

Publisher : 2020 3rd International Conference on Intelligent Sustainable Systems (ICISS)

Year : 2020

Identifying epiphytes in drones photos with a conditional generative adversarial network (C-GAN)

Cite this Research Publication : Shashank Anivilla, Sajith Variyar V. V., Sowmya V., Dr. Soman K. P., Ramesh Sivanpillai, and Greg Brown, “Identifying epiphytes in drones photos with a conditional generative adversarial network (C-GAN)”, in ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2020, pp. 99-104.

Publisher : ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences

Year : 2020

Multi-scale Learning based Malware Variant Detection using Spatial Pyramid Pooling Network

Cite this Research Publication : S. Sriram, R. Vinayakumar, Sowmya V., Mamoun Alazab, and Dr. Soman K. P., “Multi-scale Learning based Malware Variant Detection using Spatial Pyramid Pooling Network”, in IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), Toronto, ON, Canada, 2020, pp. 740-745.

Publisher : IEEE

Year : 2020

Effect of Data Pre-processing on Brain Tumor Classification Using Capsulenet

Cite this Research Publication : V. R. Kurup, Sowmya, V., and Dr. Soman K. P., “Effect of Data Pre-processing on Brain Tumor Classification Using Capsulenet”, in ICICCT 2019 – System Reliability, Quality Control, Safety, Maintenance and Management, Singapore, 2020.

Publisher : Springer Singapore

Year : 2020

Detection of Hate Speech Text in Hindi-English Code-mixed Data

Cite this Research Publication : Sreelakshmi K., B. Premjith, and Dr. Soman K. P., “Detection of Hate Speech Text in Hindi-English Code-mixed Data”, in Procedia Computer Science, 2020, vol. 171, pp. 737 - 744.

Publisher : Procedia Computer Science

Year : 2020

Emotion Detection in Hinglish(Hindi+English) Code-Mixed Social Media Text

Cite this Research Publication : T. Tulasi Sasidhar, B. Premjith, and Dr. Soman K. P., “Emotion Detection in Hinglish(Hindi+English) Code-Mixed Social Media Text”, in Procedia Computer Science, 2020, vol. 171, pp. 1346 - 1352.

Publisher : Procedia Computer Science

Year : 2020

Speed Bump Segmentation an Application of Conditional Generative Adversarial Network for Self-driving Vehicles

Cite this Research Publication : S. O. Patil, Variyar., V. V. Sajith, and Dr. Soman K. P., “Speed Bump Segmentation an Application of Conditional Generative Adversarial Network for Self-driving Vehicles”, in 2020 Fourth International Conference on Computing Methodologies and Communication (ICCMC), Erode, India, India, 2020.

Publisher : IEEE

Year : 2020

An Approach to Detect and Classify Defects in Cantilever Beams Using Dynamic Mode Decomposition and Machine Learning

Cite this Research Publication : K. Nagarajan, Ananthu, J., Menon, V. Krishna, Dr. Soman K. P., Gopalakrishnan, E. A., and Dr. Ajith Ramesh, “An Approach to Detect and Classify Defects in Cantilever Beams Using Dynamic Mode Decomposition and Machine Learning”, in Smart Innovation, Systems and Technologies, Singapore, 2020.

Publisher : Springer Singapore

Year : 2020

Automatic Seat Adjustment using Face Recognition

Cite this Research Publication : M. Vamsi, Dr. Soman K. P., and Guruvayurappan, K., “Automatic Seat Adjustment using Face Recognition”, in 2020 International Conference on Inventive Computation Technologies (ICICT), Coimbatore, India, 2020.

Publisher : IEEE

Year : 2020

Unsupervised Depth Estimation From Monocular Images For Autonomous Vehicles

Cite this Research Publication : V. Harisankar., Sajith, V. V. V., and Dr. Soman K. P., “Unsupervised Depth Estimation From Monocular Images For Autonomous Vehicles”, in 2020 Fourth International Conference on Computing Methodologies and Communication (ICCMC), Erode, India, India, 2020.

Publisher : IEEE

Year : 2020

Deep Convolutional Neural Network Based Image Spam Classification

Cite this Research Publication : S. Srinivasan, Ravi, V., V, S., Krichen, M., Ben Noureddine, D., Anivilla, S., and Dr. Soman K. P., “Deep Convolutional Neural Network Based Image Spam Classification”, in 2020 6th Conference on Data Science and Machine Learning Applications (CDMA), 2020.

Publisher : 2020 6th Conference on Data Science and Machine Learning Applications (CDMA)

Year : 2020

Capsule Network for Plant Disease and Plant Species Classification

Cite this Research Publication : V. R. Kurup, Anupama, M. A., Vinayakumar, R., Sowmya, V., and Dr. Soman K. P., “Capsule Network for Plant Disease and Plant Species Classification”, in Computational Vision and Bio-Inspired Computing, Cham, 2020.

Publisher : Springer International Publishing, Cham

Year : 2020

Remote Sensing Image Super-Resolution Using Residual Dense Network

Cite this Research Publication : A. Jayanarayan, Sowmya, V., and Dr. Soman K. P., “Remote Sensing Image Super-Resolution Using Residual Dense Network”, in Advances in Intelligent Systems and Computing, Singapore, 2020.

Publisher : Springer Singapore

Year : 2020

Sentiment Analysis on Hindi-English Code-Mixed Social MediaText

Cite this Research Publication : Sreelakshmi K, T Sasidhar, Premjith B, Soman K P, “Sentiment Analysis on Hindi-English Code-Mixed Social MediaText”, in The Eight International Conference on Innovations in Computer Science and Engineering (ICICSE -2020).

Publisher : ICICSE -2020

Year : 2020

A compendium on network and host based intrusion detection systems

Cite this Research Publication : R. Vigneswaran, Poornachandran, P., and Dr. Soman K. P., “A Compendium on Network and Host based Intrusion Detection Systems”, in Lecture Notes in Electrical Engineering, 2020.

Publisher : Lecture Notes in Electrical Engineering

Year : 2019

Preposition sense disambiguation for tiny sense classes using over sampling techniques

Cite this Research Publication : Sreelakshmi K, T Sasidhar, Premjith B, Soman K P, "Preposition sense disambiguation for tiny sense classes using over sampling techniques" in International Conference on Cognitive Informatics & Soft Computing (CISC) 2019.

Publisher : CISC

Year : 2019

Amrita CEN CIQ: Classification of Insincere Questions

Cite this Research Publication : B. Premjith and Dr. Soman K. P., “Amrita CEN CIQ: Classification of Insincere Questions”, in FIRE 2019 - Forum for Information Retrieval Evaluation, Kolkata, India, 2019.

Publisher : FIRE 2019 - Forum for Information Retrieval Evaluation

Year : 2019

Deep learning architecture for big data analytics in detecting intrusions and malicious URL

Cite this Research Publication : N. Harikrishnan, R. Vinayakumar, Dr. Soman K. P., Prabaharan Poornachandran, Annappa, B., and Mamoun Alazab, “Deep learning architecture for big data analytics in detecting intrusions and malicious URL”, 2019.

Year : 2019

Ransomware Triage Using Deep Learning: Twitter as a Case Study

Cite this Research Publication : V. R., Alazab, M., Jolfaei, A., Dr. Soman K. P., and Poornachandran, P., “Ransomware Triage Using Deep Learning: Twitter as a Case Study”, in 2019 Cybersecurity and Cyberforensics Conference (CCC), 2019.

Publisher : 2019 Cybersecurity and Cyberforensics Conference (CCC), 2019.

Year : 2019

Deep Learning Approach for Intelligent Named Entity Recognition of Cyber Security

Cite this Research Publication : S. Ketha, Srinivasan, S., Ravi, V., and Dr. Soman K. P., “Deep Learning Approach for Intelligent Named Entity Recognition of Cyber Security”, in The 5th International Symposium on Signal Processing and Intelligent Recognition Systems (SIRS'19), 2019.

Publisher : The 5th International Symposium on Signal Processing and Intelligent Recognition Systems (SIRS'19)

Year : 2019

A Methodology for Spikes and Transients Detection and Removal in Power Signals Using Chebyshev Approximation

Cite this Research Publication : Sreelakshmi k, T Sasidhar, Neethu Mohan, Soman K P “A Methodology for Spikes and Transients Detection and Removal in Power Signals Using Chebyshev Approximation” in International Conference on Advances in Computing and Communications (ICACC) 2019.

Publisher : ICACC

Year : 2019

Significance of Incorporating Chebfunction Coefficients for Improved Machine Fault Diagnosis

Cite this Research Publication : T K Sachin Saj, Neethu Mohan, S Sachin Kumar, K.P Soman, Significance of Incorporating Chebfunction Coefficients for Improved Machine Fault Diagnosis, IOP Conference Series Materials Science and Engineering 11/2019

Publisher : IOP Conference Series Materials Science and Engineering

Year : 2019

Target Recognition in SAR using Deep Learning

Cite this Research Publication : G. Priyanka, Gandhirai, R., and Dr. Soman K. P., “Target Recognition in SAR using Deep Learning”, in 2019 2nd International Conference on Intelligent Computing, Instrumentation and Control Technologies (ICICICT), Kannur, India, 2019.

Publisher : IEEE

Year : 2019

Data-driven Analysis for Low Frequency Oscillation Identification in Smart Grid using FB-DMD and T-DMD Methods

Cite this Research Publication : ⦁ Priyanga, V., Chandni, M., Mohan, Neethu, & Soman, K. (2019). Data-driven analysis for low frequency oscillation identification in smart grid using fb-dmd and t-dmd methods. In 2019 9th International Conference on Advances in Computing and Communication (ICACC) (pp. 51–57). IEEE.

Publisher : IEEE

Year : 2019

Amrita-CEN-SentiDB 1: Improved Twitter Dataset for Sentimental Analysis and Application of Deep learning

Cite this Research Publication : K. S. Naveenkumar, Vinayakumar, R., and Dr. Soman K. P., “Amrita-CEN-SentiDB 1: Improved Twitter Dataset for Sentimental Analysis and Application of Deep learning”, in 2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT), Kanpur, India, 2019.

Publisher : IEEE

Year : 2019

A Novel Method for Multiple Power Quality Disturbance Classification using Dynamic Mode Decomposition

Cite this Research Publication : ⦁ Nair, A. R., Soman, K., & Mohan, Neethu. (2019). A novel method for multiple power quality disturbance classification using dynamic mode decomposition. In 2019 International Conference on Intelligent Computing and Control Systems (ICCS) (pp. 182–186). IEEE.

Publisher : IEEE

Year : 2019

Performance Improvement of Deep Learning Architectures for Phonocardiogram Signal Classification using Fast Fourier Transform

Cite this Research Publication : P. Gopika, Sowmya, V., Gopalakrishnan, E. A., and Dr. Soman K. P., “Performance Improvement of Deep Learning Architectures for Phonocardiogram Signal Classification using Fast Fourier Transform”, in 2019 9th International Conference on Advances in Computing and Communication (ICACC), Kochi, India, 2019.


Publisher : IEEE

Year : 2019

Deep Learning Based Effective Baby Crying Recognition Method under Indoor Background Sound Environments

Cite this Research Publication : K. Manikanta, Dr. Soman K. P., ,, and Sabarimalai, M., “Deep Learning Based Effective Baby Crying Recognition Method under Indoor Background Sound Environments”, in 2019 4th International Conference on Computational Systems and Information Technology for Sustainable Solution (CSITSS), Bengaluru, India, 2019.

Publisher : IEEE

Year : 2019

Investigating the Effectiveness of DMD and its Variants for Complex Data Analysis

Cite this Research Publication : S. Akshay, Gopalakrishnan, E. A., and Dr. Soman K. P., “Investigating the Effectiveness of DMD and its Variants for Complex Data Analysis”, in 2019 International Conference on Intelligent Computing and Control Systems (ICCS), Madurai, India, 2019.

Publisher : IEEE

Year : 2019

Convolutional Neural Networks for Fingerprint Liveness Detection System

Cite this Research Publication : A. Kumar T.K., Vinayakumar, R., V.V., S. Variyar, Sowmya, V., and Dr. Soman K. P., “Convolutional Neural Networks for Fingerprint Liveness Detection System”, in 2019 International Conference on Intelligent Computing and Control Systems (ICCS), Madurai, India, 2019.

Publisher : IEEE

Year : 2019

Convolutional Neural Networks for Placenta Cell Classification

Cite this Research Publication : E. Rohith, Sowmya, V., and Dr. Soman K. P., “Convolutional Neural Networks for Placenta Cell Classification”, in 2019 2nd International Conference on Intelligent Computing, Instrumentation and Control Technologies (ICICICT), Kannur, India, 2019.

Publisher : IEEE

Year : 2019

Amrita-CEN-SentiDB: Twitter Dataset for Sentimental Analysis and Application of Classical Machine Learning and Deep Learning

Cite this Research Publication : K. S. Naveenkumar, Vinayakumar, R., and Dr. Soman K. P., “Amrita-CEN-SentiDB: Twitter Dataset for Sentimental Analysis and Application of Classical Machine Learning and Deep Learning”, in 2019 International Conference on Intelligent Computing and Control Systems (ICCS), Madurai, India, 2019.

Publisher : IEEE

Year : 2019

Indian Car Number Plate Recognition using Deep Learning

Cite this Research Publication : N. R Babu, Sowmya, V., and Dr. Soman K. P., “Indian Car Number Plate Recognition using Deep Learning”, in 2019 2nd International Conference on Intelligent Computing, Instrumentation and Control Technologies (ICICICT), Kannur, India, 2019.

Publisher : IEEE

Year : 2019

Preprocessing Techniques and Area Estimation of ECG from a Wireless ECG Patch

Cite this Research Publication : S. Phani G Kumar, Variyar, V. V. Sajith, and Dr. Soman K. P., “Preprocessing Techniques and Area Estimation of ECG from a Wireless ECG Patch”, in Journal of Physics: Conference Series, 2019.

Publisher : IOP Publishing

Year : 2019

Land Cover Satellite Image Classification using NDVI and Simple CNN

Cite this Research Publication : Sreelakshmi K, T Sasidhar, Vyshnav M T, Sowmya V, Soman K P, “Land Cover Satellite Image Classification using NDVI and SimpleCNN” in The 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT) 2019.

Publisher : ICCCNT

Year : 2019

A Machine Learning Approach for Identifying Compound Words from a Sanskrit Text

Cite this Research Publication : B. Premjith, Chandni Chandran V., Shriganesh Bhat, Dr. Soman K. P., and Prabaharan P., “A Machine Learning Approach for Identifying Compound Words from a Sanskrit Text”, in Proceedings of the 6th International Sanskrit Computational Linguistics Symposium, IIT Kharagpur, India, 2019.

Publisher : Association for Computational Linguistics, IIT Kharagpur,

Year : 2019

Deep learning based Character-level approach for Morphological Inflection Generation

Cite this Research Publication : V. Prasad K., B. Premjith, Chandni Chandran V., Dr. Soman K. P., and Prabaharan Poornachandran, “Deep learning based Character-level approach for Morphological Inflection Generation”, in 2019 International Conference on Intelligent Computing and Control Systems (ICCS), Madurai, India, 2019.

Publisher : 2019 International Conference on Intelligent Computing and Control Systems (ICCS)

Year : 2019

A two-band convolutional neural network for satellite image classification

Cite this Research Publication : A. Unnikrishnan, Sowmya, and Dr. Soman K. P., “A two-band convolutional neural network for satellite image classification”, in Lecture Notes in Electrical Engineering, 2019, vol. 500, pp. 161-170.

Publisher : Lecture Notes in Electrical Engineering, Springer Verlag

Year : 2019

Obstacle detection and distance estimation for autonomous electric vehicle using stereo vision and DNN

Cite this Research Publication : S. Emani, Dr. Soman K. P., Sajith Variyar V. V., and Adarsh, S., “Obstacle detection and distance estimation for autonomous electric vehicle using stereo vision and DNN”, in Advances in Intelligent Systems and Computing, 2019, vol. 898, pp. 639-648.

Publisher : Advances in Intelligent Systems and Computing

Year : 2019

Spatio-Spectral Compression and Analysis of Hyperspectral Images using Tensor Decomposition

Cite this Research Publication : R. K. Renu, Sowmya, and Dr. Soman K. P., “Spatio-Spectral Compression and Analysis of Hyperspectral Images using Tensor Decomposition”, in 2018 24th National Conference on Communications, NCC 2018, Hyderabad; India, 2019.

Publisher : 2018 24th National Conference on Communications, NCC 2018

Year : 2019

Single-plane scene classification using deep convolution features

Cite this Research Publication : N. Damodaran, Sowmya, Govind, D., and Dr. Soman K. P., “Single-plane scene classification using deep convolution features”, in Advances in Intelligent Systems and Computing, 2019, vol. 900, pp. 743-752.

Publisher : Springer Verlag

Year : 2019

Opportunities and challenges of launching UAVs within wooded areas

Cite this Research Publication : Sajith Variyar V. V., Sowmya, V., Gopalakrishnan, E. A., Dr. Soman K. P., Sivanpillai, R., and Brown, G. K., “Opportunities and challenges of launching UAVs within wooded areas”, in ASPRS Annual Conference and International Lidar Mapping Forum 2019, 2019.

Publisher : ASPRS Annual Conference and International Lidar Mapping Forum 2019

Year : 2019

Paraphrase Identification in Telugu Using Machine Learning

Cite this Research Publication : A. D. Reddy, M. Kumar, A., Dr. Soman K. P., A.H., A., and B., J., “Paraphrase Identification in Telugu Using Machine Learning”, in Advances in Intelligent Systems and Computing, 2019, vol. 750, pp. 499-508.

Publisher : Advances in Intelligent Systems and Computing

Year : 2019

Dynamic Mode Decomposition based feature for Image Classification

Cite this Research Publication : K Rahul V, Sachin Kumar S, Neethu Mohan, KP Soman, Dynamic Mode Decomposition based feature for Image Classification, Tencon 2019, IEEE Region 10 Conference, pp 745-750, 2019. (Scopus)

Publisher : IEEE

Year : 2019

Anomaly Detection in Phonocardiogram Employing Deep Learning

Cite this Research Publication : V. G. Sujadevi, Dr. Soman K. P., Vinayakumar, R., and Sankar, A. U. Prem, “Anomaly Detection in Phonocardiogram Employing Deep Learning”, in Advances in Intelligent Systems and Computing, 2019, vol. 711, pp. 525-534.

Publisher : Advances in Intelligent Systems and Computing

Year : 2019

A Data-driven Approach for Estimating Power System Frequency and Amplitude Using Dynamic Mode Decomposition

Cite this Research Publication : Dr. Neethu Mohan, Dr. Soman K. P., and S. Kumar, S., “A Data-driven Approach for Estimating Power System Frequency and Amplitude Using Dynamic Mode Decomposition”, in Proceedings of the Conference on the Industrial and Commercial Use of Energy, ICUE, 2019, vol. 2018-October.

Publisher : IEEE

Year : 2019

A Sequence-Based Machine Comprehension Modeling Using LSTM and GRU

Cite this Research Publication : S. Viswanathan, M. Kumar, A., and Dr. Soman K. P., “A Sequence-Based Machine Comprehension Modeling Using LSTM and GRU”, in Lecture Notes in Electrical Engineering, 2019, vol. 545, pp. 47-55.

Publisher : Springer Verlag

Year : 2019

Deep-Learning-Based Stance Detection for Indian Social Media Text

Cite this Research Publication : K. Shalini, Kumar, A., and Dr. Soman K. P., “Deep-Learning-Based Stance Detection for Indian Social Media Text”, in Lecture Notes in Electrical Engineering, 2019, vol. 545, pp. 57-67.

Publisher : Springer Verlag

Year : 2019

Capturing Discriminative Attributes Using Convolution Neural Network Over ConceptNet Numberbatch Embedding

Cite this Research Publication : V. Vinayan, M. Kumar, A., and Dr. Soman K. P., “Capturing Discriminative Attributes Using Convolution Neural Network Over ConceptNet Numberbatch Embedding”, in Lecture Notes in Electrical Engineering, 2019, vol. 545, pp. 793-802.

Publisher : Springer Verlag

Year : 2019

A Deep Learning-Based Named Entity Recognition in Biomedical Domain

Cite this Research Publication : Athira Gopalakrishnan, Dr. Soman K. P., and B. Premjith, “A Deep Learning-Based Named Entity Recognition in Biomedical Domain”, Lecture Notes in Electrical Engineering, vol. 545, pp. 517-526, 2019.

Publisher : Springer Verlag

Year : 2019

A Data-Driven Model Approach for DayWise Stock Prediction

Cite this Research Publication : N. A. Unnithan, Dr. E. A. Gopalakrishnan, Menon, V. Krishna, and Dr. Soman K. P., “A Data-Driven Model Approach for DayWise Stock Prediction”, in Emerging Research in Electronics, Computer Science and Technology, Singapore, 2019, vol. 545, pp. 149-158.

Publisher : Springer Singapore

Year : 2019

LSTM based paraphrase identification using combined word embedding features

Cite this Research Publication : A. D. Reddy, M. Kumar, A., Dr. Soman K. P., G.R., M. Reddy, V.S., R., and V.K., P., “LSTM based paraphrase identification using combined word embedding features”, in Advances in Intelligent Systems and Computing, 2019, vol. 898, pp. 385-394.

Publisher : Springer Verlag

Year : 2019

Part-of-Speech Tagger for Biomedical Domain Using Deep Neural Network Architecture

Cite this Research Publication : A. Gopalakrishnan, Dr. Soman K. P., and B. Premjith, “Part-of-Speech Tagger for Biomedical Domain Using Deep Neural Network Architecture”, in 2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT), Kanpur, India, 2019.

Publisher : 2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT)

Year : 2019

Amrita CEN at HASOC 2019: Hate Speech Detection in Roman and Devanagiri Scripted Text

Cite this Research Publication : B. Premjith, Dr. Soman K. P., and Sreelakshmi K., “Amrita CEN at HASOC 2019: Hate Speech Detection in Roman and Devanagiri Scripted Text”, in FIRE 2019 - Forum for Information Retrieval Evaluation, Kolkata, India, 2019.

Publisher : FIRE 2019 - Forum for Information Retrieval Evaluation

Year : 2019

A Sequential Labelling Approach for the Named Entity Recognition in Arabic Language Using Deep Learning Algorithms

Cite this Research Publication : K. K. Shahina, P. V. Jyothsna, G. Prabha, B. Premjith, and Dr. Soman K. P., “A Sequential Labelling Approach for the Named Entity Recognition in Arabic Language Using Deep Learning Algorithms”, in 2019 International Conference on Data Science and Communication (IconDSC), Bangalore, India, 2019.

Publisher : IEEE

Year : 2019

Amrita_CEN@FACT: Factuality Identification in Spanish Text

Cite this Research Publication : B. Premjith, Dr. Soman K. P., and Prabaharan Poornachandran, “Amrita_CEN@FACT: Factuality Identification in Spanish Text”, in IberLEF@SEPLN, 2019.

Publisher : IberLEF@ SEPLN

Year : 2019

Deep Learning Framework for Domain Generation Algorithms Prediction Using Long Short-term Memory

Cite this Research Publication : S. Akarsh, Sriram, S., Poornachandran, P., Menon, V. K., and Dr. Soman K. P., “Deep Learning Framework for Domain Generation Algorithms Prediction Using Long Short-term Memory”, in 2019 5th International Conference on Advanced Computing and Communication Systems, ICACCS 2019, 2019, pp. 666-671.

Publisher : Institute of Electrical and Electronics Engineers Inc.,

Year : 2019

Deep Learning Framework and Visualization for Malware Classification

Cite this Research Publication : S. Akarsh, Simran, K., Poornachandran, P., Menon, V. K., and Dr. Soman K. P., “Deep Learning Framework and Visualization for Malware Classification”, in 2019 5th International Conference on Advanced Computing and Communication Systems, ICACCS 2019, 2019, pp. 1059-1063.

Publisher : Institute of Electrical and Electronics Engineers Inc

Year : 2019

Capsule Neural Networks and Visualization for Segregation of Plastic and Non-Plastic Wastes

Cite this Research Publication : K. Sreelakshmi, Akarsh, S., Vinayakumar, R., and Dr. Soman K. P., “Capsule Neural Networks and Visualization for Segregation of Plastic and Non-Plastic Wastes”, in 2019 5th International Conference on Advanced Computing and Communication Systems, ICACCS 2019, 2019, pp. 631-636.

Publisher : ICACCS

Year : 2019

Gender Identification of Code-Mixed Malayalam–English Data from WhatsApp

Cite this Research Publication : V. R. Chacko, M. Kumar, A., and Dr. Soman K. P., “Gender Identification of Code-Mixed Malayalam–English Data from WhatsApp”, in Lecture Notes in Networks and Systems, 2019, vol. 74, pp. 101-109.

Publisher : Springer

Year : 2019

Experimental Study of Gender and Language Variety Identification in Social Media

Cite this Research Publication : R. V. Chacko, M. Kumar, A., and Dr. Soman K. P., “Experimental Study of Gender and Language Variety Identification in Social Media”, in Advances in Intelligent Systems and Computing, 2019, vol. 750, pp. 489-498.

Publisher : Advances in Intelligent Systems and Computing

Year : 2019

Dimensionality reduction by dynamic mode decomposition for hyperspectral image classification using deep learning and kernel methods

Cite this Research Publication : K. S. Charmisha, Sowmya, and Dr. Soman K. P., “Dimensionality reduction by dynamic mode decomposition for hyperspectral image classification using deep learning and kernel methods”, in Communications in Computer and Information Science, 2019, vol. 968, pp. 256-267.

Publisher : Communications in Computer and Information Science

Year : 2019

Dimensionally reduced features for hyperspectral image classification using deep learning

Cite this Research Publication : K. S. Charmisha, Sowmya, and Dr. Soman K. P., “Dimensionally reduced features for hyperspectral image classification using deep learning”, in Lecture Notes in Electrical Engineering, 2019, vol. 500, pp. 171-179.

Publisher : Springer Verlag

Year : 2019

Detection of Duplicates in Quora and Twitter Corpus

Cite this Research Publication : S. Viswanathan, Damodaran, N., Simon, A., George, A., M. Kumar, A., and Dr. Soman K. P., “Detection of Duplicates in Quora and Twitter Corpus”, in Advances in Intelligent Systems and Computing, 2019, vol. 750, pp. 519-528.

Publisher : Advances in Intelligent Systems and Computing

Year : 2019

Deep rectified system for high-speed tracking in images

Cite this Research Publication : V. S. Mohan, Vinayakumar, R., Sowmya, and Dr. Soman K. P., “Deep rectified system for high-speed tracking in images”, in Journal of Intelligent and Fuzzy Systems, 2019, vol. 36, pp. 1957-1965.

Publisher : IOS Press

Year : 2019

A complex network approach for plant growth analysis using images

Cite this Research Publication : Sajith Variyar V. V., Dr. E. A. Gopalakrishnan, Sowmya, and Dr. Soman K. P., “A complex network approach for plant growth analysis using images”, in Proceedings of the 2019 IEEE International Conference on Communication and Signal Processing, ICCSP 2019, Melmaruvathur; India, 2019.

Publisher : Proceedings of the 2019 IEEE International Conference on Communication and Signal Processing, ICCSP 2019

Year : 2019

Breast cancer classification using capsule network with preprocessed histology images

Cite this Research Publication : M. A. Anupama, Sowmy